rams/fantabeto
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Code updated for Serie A 2023/2024

Browse Source 
- 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
Download Patch File Download Diff File Expand all files Collapse all files
rookies_stats/fbref_data/Serie-A_2019-2020_team.csv
+21
View File
@@ -0,0 +1,21 @@
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
Atalanta,30.0,57.2,38.0,418.0,3420.0,96.0,68.0,7.0,10.0,80.0,2.0,2.53,1.79,4.32,2.34,4.13,83.5,75.6,2.2,1.99,38.0,38.0,3420.0,48.0,1.26,139.0,94.0,69.8,23.0,9.0,6.0,10.0,26.3,6.0,6.0,0.0,0.0,38.0,2.0,4.0,3.0,41.9,0.26,-3.1,-0.08,175.0,410.0,42.7,893.0,194.0,29.3,33.0,234.0,63.2,48.8,366.0,8.0,2.2,67.0,1.76,18.3,256.0,31.0,36.6,6.74,0.13,0.35,0.11,12.5,13.4,17945.0,21860.0,82.1,301978.0,102774.0,8671.0,9684.0,89.5,6817.0,7927.0,86.0,1732.0,2818.0,61.5,535.0,1291.0,440.0,99.0,1867.0,19949.0,1861.0,577.0,40.0,163.0,767.0,248.0,83.0,132.0,0.0,715.0,50.0,354.0,1242.0,32.68,938.0,91.0,75.0,51.0,170.0,4.47,120.0,8.0,16.0,12.0,4.0,627.0,351.0,252.0,278.0,97.0,396.0,111.0,285.0,418.0,532.0,12.0,26093.0,1876.0,6557.0,12183.0,7584.0,1117.0,26083.0,16491.0,978.0,780.0,256.0,17836.0,595.0,358.0,1.0,534.0,518.0,50.0,9.0,6.0,3.0,2145.0,624.0,500.0,55.5
Bologna,31.0,52.6,38.0,418.0,3420.0,48.0,31.0,5.0,6.0,109.0,7.0,1.26,0.82,2.08,1.13,1.95,56.9,52.2,1.5,1.37,38.0,38.0,3420.0,65.0,1.71,189.0,124.0,68.8,12.0,11.0,15.0,2.0,5.3,8.0,6.0,1.0,1.0,38.0,2.0,6.0,1.0,54.1,0.26,-9.9,-0.26,161.0,366.0,44.0,870.0,222.0,29.2,31.4,295.0,38.0,33.3,482.0,44.0,9.1,30.0,0.79,12.9,160.0,29.0,29.1,4.21,0.08,0.27,0.1,-8.9,-9.2,14608.0,18465.0,79.1,251345.0,95729.0,6955.0,7886.0,88.2,5859.0,6959.0,84.2,1377.0,2513.0,54.8,418.0,1201.0,293.0,67.0,1672.0,16401.0,1979.0,618.0,28.0,134.0,733.0,228.0,155.0,21.0,2.0,736.0,85.0,329.0,967.0,25.45,726.0,68.0,47.0,50.0,85.0,2.24,54.0,4.0,10.0,7.0,0.0,575.0,338.0,270.0,238.0,67.0,390.0,125.0,265.0,412.0,667.0,13.0,22738.0,2314.0,6600.0,10533.0,5822.0,794.0,22732.0,13270.0,799.0,556.0,203.0,14486.0,617.0,331.0,3.0,595.0,567.0,85.0,6.0,8.0,1.0,1903.0,644.0,666.0,49.2
Brescia,32.0,40.6,38.0,418.0,3420.0,34.0,22.0,4.0,4.0,95.0,6.0,0.89,0.58,1.47,0.79,1.37,43.4,40.2,1.14,1.06,38.0,38.0,3420.0,79.0,2.08,236.0,159.0,70.3,6.0,7.0,25.0,6.0,15.8,11.0,9.0,1.0,1.0,38.0,1.0,9.0,3.0,69.0,0.26,-7.0,-0.19,170.0,467.0,36.4,731.0,218.0,42.0,35.9,365.0,43.8,38.1,682.0,20.0,2.9,17.0,0.45,9.4,138.0,32.0,33.3,3.63,0.07,0.22,0.1,-9.4,-10.2,10833.0,14648.0,74.0,195788.0,80646.0,4731.0,5583.0,84.7,4291.0,5316.0,80.7,1347.0,2595.0,51.9,288.0,830.0,253.0,78.0,1241.0,12511.0,2069.0,644.0,22.0,160.0,641.0,160.0,44.0,76.0,1.0,784.0,68.0,327.0,725.0,19.08,482.0,88.0,50.0,70.0,58.0,1.53,36.0,8.0,6.0,7.0,1.0,507.0,273.0,256.0,195.0,56.0,399.0,170.0,229.0,361.0,886.0,12.0,18739.0,2524.0,6842.0,7804.0,4306.0,653.0,18735.0,9591.0,537.0,385.0,86.0,10769.0,557.0,316.0,3.0,504.0,583.0,68.0,3.0,11.0,3.0,1768.0,498.0,602.0,45.3
Cagliari,33.0,45.7,38.0,418.0,3420.0,50.0,34.0,4.0,6.0,108.0,6.0,1.32,0.89,2.21,1.21,2.11,41.8,37.1,1.1,0.98,38.0,38.0,3418.0,56.0,1.47,195.0,141.0,74.9,11.0,12.0,15.0,7.0,18.4,9.0,7.0,1.0,1.0,38.0,0.0,3.0,3.0,52.3,0.23,-0.7,-0.02,188.0,541.0,34.8,751.0,154.0,48.2,38.4,361.0,49.6,39.9,665.0,23.0,3.5,15.0,0.39,10.5,136.0,16.0,31.1,3.58,0.11,0.34,0.09,8.2,8.9,13131.0,16868.0,77.8,245291.0,89789.0,5524.0,6270.0,88.1,5722.0,6815.0,84.0,1629.0,2973.0,54.8,344.0,984.0,246.0,87.0,1288.0,14891.0,1921.0,562.0,24.0,167.0,762.0,154.0,63.0,67.0,1.0,749.0,56.0,289.0,771.0,20.29,574.0,71.0,32.0,32.0,82.0,2.16,61.0,5.0,6.0,4.0,3.0,560.0,338.0,300.0,203.0,57.0,445.0,174.0,271.0,337.0,855.0,13.0,21020.0,2568.0,7154.0,9248.0,4843.0,586.0,21015.0,11102.0,662.0,564.0,100.0,13049.0,543.0,337.0,3.0,534.0,449.0,56.0,3.0,9.0,3.0,1836.0,516.0,691.0,42.8
Fiorentina,33.0,47.4,38.0,418.0,3420.0,48.0,30.0,9.0,11.0,105.0,5.0,1.26,0.79,2.05,1.03,1.82,53.6,45.4,1.41,1.19,38.0,38.0,3420.0,48.0,1.26,162.0,112.0,75.9,12.0,13.0,13.0,11.0,28.9,11.0,9.0,2.0,0.0,38.0,2.0,5.0,0.0,50.2,0.25,2.2,0.06,128.0,417.0,30.7,828.0,232.0,35.5,33.8,281.0,43.8,38.3,543.0,19.0,3.5,35.0,0.92,13.8,170.0,23.0,31.6,4.47,0.07,0.23,0.09,-5.6,-6.4,13589.0,17172.0,79.1,245422.0,91397.0,5835.0,6615.0,88.2,5843.0,6843.0,85.4,1535.0,2737.0,56.1,420.0,1124.0,298.0,81.0,1446.0,15265.0,1857.0,576.0,41.0,173.0,726.0,209.0,70.0,112.0,0.0,705.0,50.0,313.0,970.0,25.53,676.0,93.0,59.0,69.0,83.0,2.18,48.0,9.0,11.0,9.0,0.0,571.0,333.0,300.0,205.0,66.0,346.0,98.0,248.0,347.0,719.0,9.0,21343.0,2205.0,6723.0,9390.0,5490.0,845.0,21332.0,12273.0,857.0,545.0,195.0,13488.0,595.0,388.0,3.0,546.0,500.0,50.0,8.0,11.0,0.0,1926.0,458.0,491.0,48.3
Genoa,34.0,49.5,38.0,418.0,3420.0,46.0,28.0,11.0,16.0,107.0,10.0,1.21,0.74,1.95,0.92,1.66,48.7,36.2,1.28,0.95,38.0,38.0,3420.0,73.0,1.92,201.0,130.0,67.2,10.0,9.0,19.0,7.0,18.4,9.0,7.0,0.0,2.0,38.0,3.0,7.0,2.0,65.8,0.29,-5.2,-0.14,190.0,542.0,35.1,1042.0,180.0,40.5,35.7,341.0,35.2,34.7,593.0,26.0,4.4,19.0,0.5,12.2,140.0,24.0,33.3,3.68,0.08,0.25,0.09,-2.7,-1.2,14305.0,18157.0,78.8,249032.0,93026.0,6586.0,7416.0,88.8,5724.0,6778.0,84.4,1490.0,2775.0,53.7,301.0,937.0,292.0,103.0,1280.0,16145.0,1955.0,555.0,13.0,142.0,723.0,166.0,51.0,71.0,0.0,782.0,57.0,329.0,754.0,19.84,540.0,59.0,51.0,48.0,80.0,2.11,53.0,4.0,6.0,10.0,2.0,551.0,335.0,268.0,210.0,73.0,410.0,150.0,260.0,385.0,775.0,16.0,22193.0,2703.0,7647.0,9844.0,4922.0,653.0,22178.0,12672.0,583.0,434.0,103.0,14203.0,558.0,349.0,5.0,571.0,514.0,57.0,12.0,9.0,2.0,1828.0,600.0,583.0,50.7
Hellas Verona,30.0,49.8,38.0,418.0,3420.0,45.0,27.0,8.0,9.0,87.0,7.0,1.18,0.71,1.89,0.97,1.68,50.5,43.6,1.33,1.15,38.0,38.0,3420.0,51.0,1.34,174.0,124.0,75.9,12.0,13.0,13.0,10.0,26.3,9.0,9.0,0.0,0.0,38.0,2.0,7.0,1.0,51.1,0.25,1.1,0.03,194.0,720.0,26.9,697.0,84.0,61.7,43.3,344.0,84.3,55.7,570.0,17.0,3.0,16.0,0.42,11.1,146.0,12.0,33.6,3.84,0.09,0.25,0.1,-5.5,-6.6,13348.0,17641.0,75.7,234676.0,89110.0,5993.0,6965.0,86.0,5423.0,6571.0,82.5,1411.0,2861.0,49.3,332.0,1084.0,319.0,70.0,1575.0,15621.0,1929.0,555.0,29.0,94.0,750.0,207.0,83.0,112.0,0.0,734.0,91.0,310.0,766.0,20.16,562.0,70.0,56.0,31.0,77.0,2.03,51.0,5.0,6.0,7.0,1.0,488.0,290.0,237.0,187.0,64.0,361.0,173.0,188.0,398.0,825.0,10.0,21661.0,2367.0,6427.0,10342.0,5111.0,744.0,21652.0,11821.0,728.0,553.0,146.0,13229.0,536.0,307.0,2.0,555.0,490.0,91.0,7.0,9.0,1.0,2146.0,718.0,783.0,47.8
Inter,29.0,54.2,38.0,418.0,3420.0,80.0,57.0,10.0,11.0,104.0,6.0,2.11,1.5,3.61,1.84,3.34,69.4,60.8,1.83,1.6,38.0,38.0,3420.0,36.0,0.95,118.0,82.0,72.0,24.0,10.0,4.0,14.0,36.8,4.0,3.0,1.0,0.0,38.0,0.0,5.0,1.0,33.0,0.25,-2.0,-0.05,114.0,239.0,47.7,922.0,203.0,18.3,27.4,291.0,24.1,28.6,545.0,26.0,4.8,21.0,0.55,11.8,216.0,22.0,35.6,5.68,0.12,0.32,0.1,10.6,9.2,17232.0,20842.0,82.7,312663.0,106571.0,7232.0,8059.0,89.7,7508.0,8587.0,87.4,1989.0,2948.0,67.5,449.0,1301.0,400.0,98.0,1820.0,18974.0,1772.0,469.0,20.0,243.0,790.0,235.0,92.0,65.0,1.0,704.0,96.0,348.0,1078.0,28.37,786.0,79.0,81.0,50.0,137.0,3.61,98.0,6.0,11.0,12.0,1.0,524.0,287.0,228.0,212.0,84.0,371.0,120.0,251.0,370.0,657.0,12.0,24766.0,2441.0,7448.0,11450.0,6087.0,1024.0,24755.0,13950.0,797.0,520.0,190.0,17092.0,515.0,292.0,3.0,563.0,450.0,96.0,10.0,4.0,1.0,1862.0,515.0,470.0,52.3
Juventus,30.0,58.1,38.0,418.0,3420.0,73.0,47.0,13.0,14.0,87.0,3.0,1.92,1.24,3.16,1.58,2.82,71.1,60.1,1.87,1.58,38.0,38.0,3420.0,43.0,1.13,162.0,118.0,79.0,26.0,5.0,7.0,12.0,31.6,12.0,9.0,1.0,2.0,38.0,1.0,3.0,0.0,44.7,0.22,1.7,0.04,94.0,191.0,49.2,715.0,197.0,21.3,28.4,251.0,15.5,24.8,464.0,14.0,3.0,44.0,1.16,16.2,224.0,40.0,33.7,5.89,0.09,0.27,0.09,1.9,-0.1,20149.0,23408.0,86.1,332903.0,110593.0,9684.0,10473.0,92.5,7782.0,8664.0,89.8,1816.0,2715.0,66.9,501.0,1629.0,336.0,70.0,1746.0,21548.0,1787.0,509.0,54.0,209.0,698.0,235.0,74.0,105.0,1.0,713.0,73.0,299.0,1209.0,31.82,901.0,79.0,69.0,69.0,125.0,3.29,82.0,7.0,10.0,12.0,1.0,539.0,318.0,225.0,219.0,95.0,374.0,120.0,254.0,370.0,590.0,14.0,27421.0,2020.0,6575.0,13503.0,7570.0,863.0,27407.0,17726.0,879.0,767.0,211.0,20049.0,510.0,293.0,2.0,508.0,486.0,73.0,10.0,12.0,0.0,1811.0,432.0,338.0,56.1
Lazio,27.0,50.4,38.0,418.0,3420.0,77.0,45.0,15.0,18.0,99.0,2.0,2.03,1.18,3.21,1.63,2.82,68.0,53.9,1.79,1.42,38.0,38.0,3420.0,42.0,1.11,154.0,112.0,77.3,24.0,6.0,8.0,11.0,28.9,9.0,7.0,1.0,1.0,38.0,1.0,7.0,1.0,44.4,0.24,3.4,0.09,148.0,368.0,40.2,938.0,143.0,32.0,31.2,291.0,23.4,26.0,474.0,10.0,2.1,18.0,0.47,13.6,204.0,21.0,36.3,5.37,0.11,0.3,0.1,9.0,8.1,15875.0,19415.0,81.8,281345.0,100800.0,7130.0,8009.0,89.0,6201.0,7132.0,86.9,1924.0,2976.0,64.7,434.0,1334.0,393.0,103.0,1668.0,17695.0,1649.0,449.0,63.0,186.0,741.0,218.0,72.0,102.0,0.0,610.0,71.0,327.0,1038.0,27.32,770.0,76.0,60.0,44.0,135.0,3.55,98.0,2.0,9.0,13.0,3.0,547.0,311.0,270.0,205.0,72.0,404.0,142.0,262.0,378.0,642.0,9.0,23332.0,2356.0,7008.0,10481.0,6081.0,950.0,23314.0,13144.0,935.0,658.0,212.0,15748.0,503.0,270.0,1.0,462.0,399.0,71.0,12.0,9.0,1.0,1921.0,450.0,515.0,46.6
Lecce,30.0,44.8,38.0,418.0,3420.0,52.0,30.0,11.0,15.0,98.0,5.0,1.37,0.79,2.16,1.08,1.87,54.7,43.5,1.44,1.15,38.0,38.0,3420.0,85.0,2.24,256.0,172.0,71.1,9.0,8.0,21.0,3.0,7.9,13.0,11.0,2.0,0.0,38.0,1.0,10.0,3.0,79.1,0.27,-2.9,-0.08,145.0,363.0,39.9,746.0,221.0,31.6,32.0,374.0,34.0,30.6,687.0,29.0,4.2,18.0,0.47,11.2,165.0,19.0,32.2,4.34,0.08,0.25,0.09,-2.7,-2.5,13640.0,17104.0,79.7,254310.0,95358.0,5858.0,6659.0,88.0,5711.0,6659.0,85.8,1798.0,2925.0,61.5,387.0,925.0,331.0,131.0,1356.0,15195.0,1842.0,563.0,16.0,208.0,711.0,182.0,15.0,27.0,1.0,600.0,67.0,336.0,935.0,24.61,711.0,79.0,45.0,51.0,93.0,2.45,55.0,8.0,9.0,12.0,2.0,525.0,293.0,288.0,192.0,45.0,395.0,150.0,245.0,383.0,793.0,30.0,21113.0,2771.0,7565.0,9066.0,4702.0,718.0,21099.0,11985.0,752.0,536.0,144.0,13564.0,481.0,318.0,2.0,469.0,490.0,67.0,10.0,13.0,3.0,1804.0,487.0,495.0,49.6
Milan,32.0,54.9,38.0,418.0,3420.0,60.0,38.0,8.0,9.0,97.0,6.0,1.58,1.0,2.58,1.37,2.37,62.8,56.0,1.65,1.47,38.0,38.0,3420.0,46.0,1.21,154.0,104.0,73.4,19.0,9.0,10.0,12.0,31.6,10.0,5.0,5.0,0.0,38.0,1.0,4.0,1.0,45.6,0.24,0.6,0.02,188.0,430.0,43.7,932.0,189.0,32.2,31.4,278.0,46.8,36.9,506.0,29.0,5.7,39.0,1.03,13.8,186.0,24.0,30.5,4.89,0.09,0.28,0.09,-2.8,-4.0,17070.0,20701.0,82.5,294450.0,103334.0,8007.0,8954.0,89.4,6904.0,7872.0,87.7,1657.0,2775.0,59.7,476.0,1346.0,377.0,83.0,1717.0,18774.0,1864.0,548.0,41.0,178.0,713.0,208.0,85.0,78.0,0.0,746.0,63.0,300.0,1089.0,28.66,817.0,77.0,60.0,47.0,102.0,2.68,67.0,6.0,10.0,10.0,1.0,581.0,345.0,270.0,237.0,74.0,353.0,106.0,247.0,419.0,652.0,19.0,24800.0,2257.0,6836.0,11724.0,6509.0,936.0,24791.0,15448.0,816.0,704.0,219.0,16958.0,598.0,342.0,2.0,545.0,460.0,63.0,4.0,10.0,1.0,1928.0,538.0,507.0,51.5
Napoli,25.0,59.2,38.0,418.0,3420.0,60.0,45.0,5.0,5.0,73.0,2.0,1.58,1.18,2.76,1.45,2.63,61.7,57.8,1.62,1.52,38.0,38.0,3420.0,50.0,1.32,138.0,88.0,68.8,18.0,8.0,12.0,7.0,18.4,8.0,7.0,1.0,0.0,38.0,1.0,4.0,1.0,42.6,0.26,-6.4,-0.17,65.0,180.0,36.1,849.0,141.0,16.7,25.6,224.0,17.0,22.6,425.0,15.0,3.5,32.0,0.84,15.2,225.0,17.0,32.9,5.92,0.08,0.24,0.09,-1.7,-2.8,21173.0,24596.0,86.1,336874.0,107510.0,11037.0,11917.0,92.6,7649.0,8622.0,88.7,1658.0,2522.0,65.7,543.0,1566.0,414.0,86.0,2024.0,22677.0,1865.0,604.0,36.0,187.0,813.0,222.0,81.0,93.0,2.0,712.0,54.0,340.0,1242.0,32.68,982.0,75.0,65.0,41.0,103.0,2.71,71.0,9.0,11.0,7.0,2.0,487.0,295.0,223.0,183.0,81.0,322.0,86.0,236.0,330.0,464.0,11.0,28084.0,2139.0,6780.0,14082.0,7442.0,917.0,28079.0,18571.0,979.0,803.0,194.0,21074.0,427.0,296.0,0.0,421.0,523.0,54.0,2.0,8.0,1.0,1958.0,384.0,374.0,50.7
Parma,25.0,43.8,38.0,418.0,3420.0,53.0,38.0,4.0,6.0,81.0,1.0,1.39,1.0,2.39,1.29,2.29,48.4,43.7,1.27,1.15,38.0,38.0,3420.0,57.0,1.5,212.0,152.0,76.4,14.0,7.0,17.0,6.0,15.8,11.0,7.0,3.0,1.0,38.0,1.0,10.0,0.0,61.0,0.25,4.0,0.11,234.0,495.0,47.3,860.0,129.0,41.5,36.5,369.0,37.4,31.0,685.0,21.0,3.1,10.0,0.26,12.0,145.0,23.0,31.7,3.82,0.11,0.34,0.1,4.6,5.3,12193.0,15756.0,77.4,236592.0,93205.0,4947.0,5720.0,86.5,4989.0,5959.0,83.7,1912.0,3155.0,60.6,339.0,881.0,230.0,56.0,1227.0,13796.0,1900.0,524.0,19.0,204.0,597.0,166.0,79.0,57.0,2.0,735.0,60.0,275.0,808.0,21.26,587.0,71.0,38.0,42.0,95.0,2.5,66.0,7.0,5.0,5.0,2.0,615.0,348.0,329.0,228.0,58.0,423.0,177.0,246.0,394.0,859.0,14.0,20080.0,2717.0,7279.0,8488.0,4533.0,730.0,20074.0,11250.0,673.0,502.0,185.0,12051.0,582.0,355.0,0.0,519.0,467.0,60.0,4.0,11.0,0.0,1871.0,540.0,463.0,53.8
Roma,31.0,52.7,38.0,418.0,3420.0,73.0,47.0,12.0,14.0,111.0,7.0,1.92,1.24,3.16,1.61,2.84,73.2,62.8,1.93,1.65,38.0,38.0,3420.0,51.0,1.34,158.0,106.0,73.4,21.0,7.0,10.0,7.0,18.4,10.0,9.0,1.0,0.0,38.0,1.0,5.0,0.0,53.4,0.28,2.4,0.06,170.0,380.0,44.7,1014.0,209.0,29.4,31.3,247.0,33.2,34.0,470.0,11.0,2.3,53.0,1.39,17.4,198.0,35.0,31.4,5.21,0.1,0.31,0.1,-0.2,-1.8,15972.0,19325.0,82.6,301750.0,102768.0,6509.0,7265.0,89.6,7241.0,8199.0,88.3,2006.0,3078.0,65.2,477.0,1236.0,344.0,79.0,1651.0,17490.0,1790.0,522.0,57.0,213.0,781.0,267.0,58.0,162.0,1.0,664.0,45.0,289.0,1133.0,29.82,801.0,101.0,76.0,57.0,128.0,3.37,90.0,7.0,11.0,11.0,0.0,493.0,303.0,202.0,203.0,88.0,347.0,107.0,240.0,400.0,644.0,15.0,23255.0,2266.0,6676.0,10889.0,5948.0,999.0,23241.0,12899.0,944.0,718.0,236.0,15834.0,537.0,282.0,4.0,541.0,435.0,45.0,7.0,10.0,0.0,1852.0,530.0,415.0,56.1
Sampdoria,31.0,42.7,38.0,418.0,3420.0,48.0,25.0,9.0,12.0,111.0,7.0,1.26,0.66,1.92,1.03,1.68,50.2,40.8,1.32,1.07,38.0,38.0,3420.0,65.0,1.71,178.0,117.0,68.0,12.0,6.0,20.0,9.0,23.7,9.0,8.0,0.0,1.0,38.0,0.0,10.0,4.0,53.5,0.26,-7.5,-0.2,192.0,544.0,35.3,785.0,142.0,45.1,36.8,309.0,61.5,44.6,630.0,16.0,2.5,34.0,0.89,14.1,162.0,25.0,29.5,4.26,0.07,0.24,0.08,-2.2,-1.8,11918.0,15949.0,74.7,214283.0,86568.0,5325.0,6195.0,86.0,4861.0,6016.0,80.8,1364.0,2726.0,50.0,400.0,1004.0,300.0,114.0,1369.0,13988.0,1898.0,556.0,28.0,120.0,814.0,195.0,96.0,67.0,0.0,735.0,63.0,306.0,972.0,25.58,693.0,91.0,68.0,62.0,80.0,2.11,53.0,4.0,6.0,12.0,2.0,584.0,356.0,267.0,224.0,93.0,397.0,116.0,281.0,397.0,778.0,5.0,20099.0,2280.0,6197.0,9151.0,4989.0,705.0,20087.0,10309.0,613.0,463.0,100.0,11802.0,505.0,295.0,5.0,562.0,459.0,63.0,10.0,9.0,4.0,1928.0,588.0,625.0,48.5
Sassuolo,31.0,57.5,38.0,418.0,3420.0,69.0,49.0,5.0,6.0,99.0,3.0,1.82,1.29,3.11,1.68,2.97,52.9,48.2,1.39,1.27,38.0,38.0,3420.0,63.0,1.66,184.0,124.0,70.1,14.0,9.0,15.0,7.0,18.4,9.0,8.0,1.0,0.0,38.0,1.0,9.0,4.0,54.7,0.26,-4.3,-0.11,108.0,307.0,35.2,938.0,172.0,25.9,28.0,255.0,25.1,26.4,537.0,21.0,3.9,38.0,1.0,14.2,191.0,32.0,34.9,5.03,0.12,0.34,0.09,16.1,15.8,18601.0,21873.0,85.0,298108.0,98300.0,9815.0,10667.0,92.0,7058.0,7896.0,89.4,1294.0,2223.0,58.2,423.0,1274.0,294.0,35.0,1590.0,19942.0,1867.0,621.0,46.0,117.0,562.0,207.0,118.0,68.0,1.0,677.0,64.0,296.0,968.0,25.47,721.0,57.0,59.0,50.0,116.0,3.05,82.0,2.0,11.0,8.0,0.0,553.0,332.0,273.0,211.0,69.0,392.0,130.0,262.0,348.0,666.0,9.0,25903.0,2438.0,7367.0,12657.0,6132.0,843.0,25897.0,14874.0,902.0,678.0,234.0,18445.0,522.0,339.0,1.0,498.0,560.0,64.0,4.0,9.0,4.0,1812.0,341.0,385.0,47.0
SPAL,34.0,46.9,38.0,418.0,3420.0,27.0,17.0,5.0,7.0,98.0,4.0,0.71,0.45,1.16,0.58,1.03,40.7,35.2,1.07,0.93,38.0,38.0,3420.0,77.0,2.03,228.0,153.0,69.3,5.0,5.0,28.0,3.0,7.9,8.0,7.0,1.0,0.0,38.0,3.0,4.0,3.0,67.5,0.26,-6.5,-0.17,227.0,565.0,40.2,903.0,206.0,40.4,34.7,355.0,56.3,43.1,623.0,19.0,3.0,24.0,0.63,13.1,117.0,23.0,25.3,3.08,0.05,0.19,0.08,-13.7,-13.2,13281.0,16878.0,78.7,236868.0,94077.0,6176.0,6950.0,88.9,5308.0,6326.0,83.9,1489.0,2773.0,53.7,347.0,1060.0,222.0,65.0,1236.0,14912.0,1913.0,596.0,12.0,130.0,691.0,158.0,63.0,65.0,1.0,691.0,53.0,321.0,822.0,21.63,579.0,91.0,36.0,56.0,45.0,1.18,25.0,4.0,5.0,6.0,0.0,554.0,326.0,299.0,197.0,58.0,390.0,170.0,220.0,395.0,748.0,15.0,20738.0,2614.0,7307.0,9038.0,4632.0,620.0,20731.0,11194.0,696.0,461.0,141.0,13190.0,518.0,354.0,1.0,540.0,526.0,53.0,6.0,8.0,3.0,1718.0,552.0,520.0,51.5
Torino,27.0,47.4,38.0,418.0,3420.0,44.0,29.0,7.0,8.0,96.0,7.0,1.16,0.76,1.92,0.97,1.74,44.8,39.4,1.18,1.04,38.0,38.0,3420.0,68.0,1.79,208.0,142.0,72.1,11.0,7.0,20.0,7.0,18.4,11.0,10.0,1.0,0.0,38.0,3.0,7.0,3.0,61.9,0.25,-3.1,-0.08,258.0,552.0,46.7,885.0,120.0,39.3,35.1,356.0,57.3,40.8,613.0,22.0,3.6,19.0,0.5,14.2,144.0,21.0,32.9,3.79,0.08,0.26,0.09,-0.8,-2.4,12572.0,16330.0,77.0,234941.0,88714.0,5436.0,6295.0,86.4,5089.0,6068.0,83.9,1728.0,3026.0,57.1,338.0,852.0,297.0,135.0,1220.0,14310.0,1957.0,611.0,14.0,182.0,756.0,180.0,54.0,34.0,1.0,706.0,63.0,318.0,786.0,20.68,542.0,91.0,43.0,53.0,73.0,1.92,44.0,8.0,12.0,4.0,0.0,572.0,314.0,266.0,236.0,70.0,433.0,160.0,273.0,495.0,875.0,14.0,20846.0,2533.0,7181.0,9045.0,4883.0,737.0,20838.0,10971.0,843.0,544.0,156.0,12474.0,605.0,360.0,5.0,606.0,539.0,63.0,3.0,11.0,3.0,2048.0,699.0,640.0,52.2
Udinese,25.0,44.7,38.0,418.0,3420.0,37.0,26.0,0.0,0.0,77.0,3.0,0.97,0.68,1.66,0.97,1.66,41.6,41.6,1.1,1.1,38.0,38.0,3420.0,51.0,1.34,194.0,141.0,77.8,12.0,9.0,17.0,14.0,36.8,10.0,8.0,2.0,0.0,38.0,2.0,4.0,0.0,52.1,0.22,1.1,0.03,184.0,421.0,43.7,812.0,171.0,34.5,32.7,358.0,39.4,34.1,581.0,25.0,4.3,20.0,0.53,11.6,141.0,12.0,30.1,3.71,0.08,0.26,0.09,-4.6,-4.6,13373.0,16971.0,78.8,235092.0,90315.0,6100.0,6891.0,88.5,5340.0,6354.0,84.0,1478.0,2657.0,55.6,362.0,937.0,276.0,99.0,1274.0,15127.0,1779.0,470.0,19.0,151.0,730.0,200.0,73.0,55.0,0.0,664.0,65.0,311.0,826.0,21.74,628.0,69.0,37.0,32.0,61.0,1.61,43.0,4.0,4.0,1.0,3.0,597.0,340.0,329.0,214.0,54.0,434.0,153.0,281.0,375.0,789.0,13.0,21128.0,2448.0,7177.0,9500.0,4716.0,706.0,21128.0,12203.0,709.0,539.0,163.0,13279.0,538.0,328.0,2.0,506.0,414.0,65.0,0.0,10.0,0.0,1888.0,483.0,534.0,47.5
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 Atalanta 30.0 57.2 38.0 418.0 3420.0 96.0 68.0 7.0 10.0 80.0 2.0 2.53 1.79 4.32 2.34 4.13 83.5 75.6 2.2 1.99 38.0 38.0 3420.0 48.0 1.26 139.0 94.0 69.8 23.0 9.0 6.0 10.0 26.3 6.0 6.0 0.0 0.0 38.0 2.0 4.0 3.0 41.9 0.26 -3.1 -0.08 175.0 410.0 42.7 893.0 194.0 29.3 33.0 234.0 63.2 48.8 366.0 8.0 2.2 67.0 1.76 18.3 256.0 31.0 36.6 6.74 0.13 0.35 0.11 12.5 13.4 17945.0 21860.0 82.1 301978.0 102774.0 8671.0 9684.0 89.5 6817.0 7927.0 86.0 1732.0 2818.0 61.5 535.0 1291.0 440.0 99.0 1867.0 19949.0 1861.0 577.0 40.0 163.0 767.0 248.0 83.0 132.0 0.0 715.0 50.0 354.0 1242.0 32.68 938.0 91.0 75.0 51.0 170.0 4.47 120.0 8.0 16.0 12.0 4.0 627.0 351.0 252.0 278.0 97.0 396.0 111.0 285.0 418.0 532.0 12.0 26093.0 1876.0 6557.0 12183.0 7584.0 1117.0 26083.0 16491.0 978.0 780.0 256.0 17836.0 595.0 358.0 1.0 534.0 518.0 50.0 9.0 6.0 3.0 2145.0 624.0 500.0 55.5
3 Bologna 31.0 52.6 38.0 418.0 3420.0 48.0 31.0 5.0 6.0 109.0 7.0 1.26 0.82 2.08 1.13 1.95 56.9 52.2 1.5 1.37 38.0 38.0 3420.0 65.0 1.71 189.0 124.0 68.8 12.0 11.0 15.0 2.0 5.3 8.0 6.0 1.0 1.0 38.0 2.0 6.0 1.0 54.1 0.26 -9.9 -0.26 161.0 366.0 44.0 870.0 222.0 29.2 31.4 295.0 38.0 33.3 482.0 44.0 9.1 30.0 0.79 12.9 160.0 29.0 29.1 4.21 0.08 0.27 0.1 -8.9 -9.2 14608.0 18465.0 79.1 251345.0 95729.0 6955.0 7886.0 88.2 5859.0 6959.0 84.2 1377.0 2513.0 54.8 418.0 1201.0 293.0 67.0 1672.0 16401.0 1979.0 618.0 28.0 134.0 733.0 228.0 155.0 21.0 2.0 736.0 85.0 329.0 967.0 25.45 726.0 68.0 47.0 50.0 85.0 2.24 54.0 4.0 10.0 7.0 0.0 575.0 338.0 270.0 238.0 67.0 390.0 125.0 265.0 412.0 667.0 13.0 22738.0 2314.0 6600.0 10533.0 5822.0 794.0 22732.0 13270.0 799.0 556.0 203.0 14486.0 617.0 331.0 3.0 595.0 567.0 85.0 6.0 8.0 1.0 1903.0 644.0 666.0 49.2
4 Brescia 32.0 40.6 38.0 418.0 3420.0 34.0 22.0 4.0 4.0 95.0 6.0 0.89 0.58 1.47 0.79 1.37 43.4 40.2 1.14 1.06 38.0 38.0 3420.0 79.0 2.08 236.0 159.0 70.3 6.0 7.0 25.0 6.0 15.8 11.0 9.0 1.0 1.0 38.0 1.0 9.0 3.0 69.0 0.26 -7.0 -0.19 170.0 467.0 36.4 731.0 218.0 42.0 35.9 365.0 43.8 38.1 682.0 20.0 2.9 17.0 0.45 9.4 138.0 32.0 33.3 3.63 0.07 0.22 0.1 -9.4 -10.2 10833.0 14648.0 74.0 195788.0 80646.0 4731.0 5583.0 84.7 4291.0 5316.0 80.7 1347.0 2595.0 51.9 288.0 830.0 253.0 78.0 1241.0 12511.0 2069.0 644.0 22.0 160.0 641.0 160.0 44.0 76.0 1.0 784.0 68.0 327.0 725.0 19.08 482.0 88.0 50.0 70.0 58.0 1.53 36.0 8.0 6.0 7.0 1.0 507.0 273.0 256.0 195.0 56.0 399.0 170.0 229.0 361.0 886.0 12.0 18739.0 2524.0 6842.0 7804.0 4306.0 653.0 18735.0 9591.0 537.0 385.0 86.0 10769.0 557.0 316.0 3.0 504.0 583.0 68.0 3.0 11.0 3.0 1768.0 498.0 602.0 45.3
5 Cagliari 33.0 45.7 38.0 418.0 3420.0 50.0 34.0 4.0 6.0 108.0 6.0 1.32 0.89 2.21 1.21 2.11 41.8 37.1 1.1 0.98 38.0 38.0 3418.0 56.0 1.47 195.0 141.0 74.9 11.0 12.0 15.0 7.0 18.4 9.0 7.0 1.0 1.0 38.0 0.0 3.0 3.0 52.3 0.23 -0.7 -0.02 188.0 541.0 34.8 751.0 154.0 48.2 38.4 361.0 49.6 39.9 665.0 23.0 3.5 15.0 0.39 10.5 136.0 16.0 31.1 3.58 0.11 0.34 0.09 8.2 8.9 13131.0 16868.0 77.8 245291.0 89789.0 5524.0 6270.0 88.1 5722.0 6815.0 84.0 1629.0 2973.0 54.8 344.0 984.0 246.0 87.0 1288.0 14891.0 1921.0 562.0 24.0 167.0 762.0 154.0 63.0 67.0 1.0 749.0 56.0 289.0 771.0 20.29 574.0 71.0 32.0 32.0 82.0 2.16 61.0 5.0 6.0 4.0 3.0 560.0 338.0 300.0 203.0 57.0 445.0 174.0 271.0 337.0 855.0 13.0 21020.0 2568.0 7154.0 9248.0 4843.0 586.0 21015.0 11102.0 662.0 564.0 100.0 13049.0 543.0 337.0 3.0 534.0 449.0 56.0 3.0 9.0 3.0 1836.0 516.0 691.0 42.8
6 Fiorentina 33.0 47.4 38.0 418.0 3420.0 48.0 30.0 9.0 11.0 105.0 5.0 1.26 0.79 2.05 1.03 1.82 53.6 45.4 1.41 1.19 38.0 38.0 3420.0 48.0 1.26 162.0 112.0 75.9 12.0 13.0 13.0 11.0 28.9 11.0 9.0 2.0 0.0 38.0 2.0 5.0 0.0 50.2 0.25 2.2 0.06 128.0 417.0 30.7 828.0 232.0 35.5 33.8 281.0 43.8 38.3 543.0 19.0 3.5 35.0 0.92 13.8 170.0 23.0 31.6 4.47 0.07 0.23 0.09 -5.6 -6.4 13589.0 17172.0 79.1 245422.0 91397.0 5835.0 6615.0 88.2 5843.0 6843.0 85.4 1535.0 2737.0 56.1 420.0 1124.0 298.0 81.0 1446.0 15265.0 1857.0 576.0 41.0 173.0 726.0 209.0 70.0 112.0 0.0 705.0 50.0 313.0 970.0 25.53 676.0 93.0 59.0 69.0 83.0 2.18 48.0 9.0 11.0 9.0 0.0 571.0 333.0 300.0 205.0 66.0 346.0 98.0 248.0 347.0 719.0 9.0 21343.0 2205.0 6723.0 9390.0 5490.0 845.0 21332.0 12273.0 857.0 545.0 195.0 13488.0 595.0 388.0 3.0 546.0 500.0 50.0 8.0 11.0 0.0 1926.0 458.0 491.0 48.3
7 Genoa 34.0 49.5 38.0 418.0 3420.0 46.0 28.0 11.0 16.0 107.0 10.0 1.21 0.74 1.95 0.92 1.66 48.7 36.2 1.28 0.95 38.0 38.0 3420.0 73.0 1.92 201.0 130.0 67.2 10.0 9.0 19.0 7.0 18.4 9.0 7.0 0.0 2.0 38.0 3.0 7.0 2.0 65.8 0.29 -5.2 -0.14 190.0 542.0 35.1 1042.0 180.0 40.5 35.7 341.0 35.2 34.7 593.0 26.0 4.4 19.0 0.5 12.2 140.0 24.0 33.3 3.68 0.08 0.25 0.09 -2.7 -1.2 14305.0 18157.0 78.8 249032.0 93026.0 6586.0 7416.0 88.8 5724.0 6778.0 84.4 1490.0 2775.0 53.7 301.0 937.0 292.0 103.0 1280.0 16145.0 1955.0 555.0 13.0 142.0 723.0 166.0 51.0 71.0 0.0 782.0 57.0 329.0 754.0 19.84 540.0 59.0 51.0 48.0 80.0 2.11 53.0 4.0 6.0 10.0 2.0 551.0 335.0 268.0 210.0 73.0 410.0 150.0 260.0 385.0 775.0 16.0 22193.0 2703.0 7647.0 9844.0 4922.0 653.0 22178.0 12672.0 583.0 434.0 103.0 14203.0 558.0 349.0 5.0 571.0 514.0 57.0 12.0 9.0 2.0 1828.0 600.0 583.0 50.7
8 Hellas Verona 30.0 49.8 38.0 418.0 3420.0 45.0 27.0 8.0 9.0 87.0 7.0 1.18 0.71 1.89 0.97 1.68 50.5 43.6 1.33 1.15 38.0 38.0 3420.0 51.0 1.34 174.0 124.0 75.9 12.0 13.0 13.0 10.0 26.3 9.0 9.0 0.0 0.0 38.0 2.0 7.0 1.0 51.1 0.25 1.1 0.03 194.0 720.0 26.9 697.0 84.0 61.7 43.3 344.0 84.3 55.7 570.0 17.0 3.0 16.0 0.42 11.1 146.0 12.0 33.6 3.84 0.09 0.25 0.1 -5.5 -6.6 13348.0 17641.0 75.7 234676.0 89110.0 5993.0 6965.0 86.0 5423.0 6571.0 82.5 1411.0 2861.0 49.3 332.0 1084.0 319.0 70.0 1575.0 15621.0 1929.0 555.0 29.0 94.0 750.0 207.0 83.0 112.0 0.0 734.0 91.0 310.0 766.0 20.16 562.0 70.0 56.0 31.0 77.0 2.03 51.0 5.0 6.0 7.0 1.0 488.0 290.0 237.0 187.0 64.0 361.0 173.0 188.0 398.0 825.0 10.0 21661.0 2367.0 6427.0 10342.0 5111.0 744.0 21652.0 11821.0 728.0 553.0 146.0 13229.0 536.0 307.0 2.0 555.0 490.0 91.0 7.0 9.0 1.0 2146.0 718.0 783.0 47.8
9 Inter 29.0 54.2 38.0 418.0 3420.0 80.0 57.0 10.0 11.0 104.0 6.0 2.11 1.5 3.61 1.84 3.34 69.4 60.8 1.83 1.6 38.0 38.0 3420.0 36.0 0.95 118.0 82.0 72.0 24.0 10.0 4.0 14.0 36.8 4.0 3.0 1.0 0.0 38.0 0.0 5.0 1.0 33.0 0.25 -2.0 -0.05 114.0 239.0 47.7 922.0 203.0 18.3 27.4 291.0 24.1 28.6 545.0 26.0 4.8 21.0 0.55 11.8 216.0 22.0 35.6 5.68 0.12 0.32 0.1 10.6 9.2 17232.0 20842.0 82.7 312663.0 106571.0 7232.0 8059.0 89.7 7508.0 8587.0 87.4 1989.0 2948.0 67.5 449.0 1301.0 400.0 98.0 1820.0 18974.0 1772.0 469.0 20.0 243.0 790.0 235.0 92.0 65.0 1.0 704.0 96.0 348.0 1078.0 28.37 786.0 79.0 81.0 50.0 137.0 3.61 98.0 6.0 11.0 12.0 1.0 524.0 287.0 228.0 212.0 84.0 371.0 120.0 251.0 370.0 657.0 12.0 24766.0 2441.0 7448.0 11450.0 6087.0 1024.0 24755.0 13950.0 797.0 520.0 190.0 17092.0 515.0 292.0 3.0 563.0 450.0 96.0 10.0 4.0 1.0 1862.0 515.0 470.0 52.3
10 Juventus 30.0 58.1 38.0 418.0 3420.0 73.0 47.0 13.0 14.0 87.0 3.0 1.92 1.24 3.16 1.58 2.82 71.1 60.1 1.87 1.58 38.0 38.0 3420.0 43.0 1.13 162.0 118.0 79.0 26.0 5.0 7.0 12.0 31.6 12.0 9.0 1.0 2.0 38.0 1.0 3.0 0.0 44.7 0.22 1.7 0.04 94.0 191.0 49.2 715.0 197.0 21.3 28.4 251.0 15.5 24.8 464.0 14.0 3.0 44.0 1.16 16.2 224.0 40.0 33.7 5.89 0.09 0.27 0.09 1.9 -0.1 20149.0 23408.0 86.1 332903.0 110593.0 9684.0 10473.0 92.5 7782.0 8664.0 89.8 1816.0 2715.0 66.9 501.0 1629.0 336.0 70.0 1746.0 21548.0 1787.0 509.0 54.0 209.0 698.0 235.0 74.0 105.0 1.0 713.0 73.0 299.0 1209.0 31.82 901.0 79.0 69.0 69.0 125.0 3.29 82.0 7.0 10.0 12.0 1.0 539.0 318.0 225.0 219.0 95.0 374.0 120.0 254.0 370.0 590.0 14.0 27421.0 2020.0 6575.0 13503.0 7570.0 863.0 27407.0 17726.0 879.0 767.0 211.0 20049.0 510.0 293.0 2.0 508.0 486.0 73.0 10.0 12.0 0.0 1811.0 432.0 338.0 56.1
11 Lazio 27.0 50.4 38.0 418.0 3420.0 77.0 45.0 15.0 18.0 99.0 2.0 2.03 1.18 3.21 1.63 2.82 68.0 53.9 1.79 1.42 38.0 38.0 3420.0 42.0 1.11 154.0 112.0 77.3 24.0 6.0 8.0 11.0 28.9 9.0 7.0 1.0 1.0 38.0 1.0 7.0 1.0 44.4 0.24 3.4 0.09 148.0 368.0 40.2 938.0 143.0 32.0 31.2 291.0 23.4 26.0 474.0 10.0 2.1 18.0 0.47 13.6 204.0 21.0 36.3 5.37 0.11 0.3 0.1 9.0 8.1 15875.0 19415.0 81.8 281345.0 100800.0 7130.0 8009.0 89.0 6201.0 7132.0 86.9 1924.0 2976.0 64.7 434.0 1334.0 393.0 103.0 1668.0 17695.0 1649.0 449.0 63.0 186.0 741.0 218.0 72.0 102.0 0.0 610.0 71.0 327.0 1038.0 27.32 770.0 76.0 60.0 44.0 135.0 3.55 98.0 2.0 9.0 13.0 3.0 547.0 311.0 270.0 205.0 72.0 404.0 142.0 262.0 378.0 642.0 9.0 23332.0 2356.0 7008.0 10481.0 6081.0 950.0 23314.0 13144.0 935.0 658.0 212.0 15748.0 503.0 270.0 1.0 462.0 399.0 71.0 12.0 9.0 1.0 1921.0 450.0 515.0 46.6
12 Lecce 30.0 44.8 38.0 418.0 3420.0 52.0 30.0 11.0 15.0 98.0 5.0 1.37 0.79 2.16 1.08 1.87 54.7 43.5 1.44 1.15 38.0 38.0 3420.0 85.0 2.24 256.0 172.0 71.1 9.0 8.0 21.0 3.0 7.9 13.0 11.0 2.0 0.0 38.0 1.0 10.0 3.0 79.1 0.27 -2.9 -0.08 145.0 363.0 39.9 746.0 221.0 31.6 32.0 374.0 34.0 30.6 687.0 29.0 4.2 18.0 0.47 11.2 165.0 19.0 32.2 4.34 0.08 0.25 0.09 -2.7 -2.5 13640.0 17104.0 79.7 254310.0 95358.0 5858.0 6659.0 88.0 5711.0 6659.0 85.8 1798.0 2925.0 61.5 387.0 925.0 331.0 131.0 1356.0 15195.0 1842.0 563.0 16.0 208.0 711.0 182.0 15.0 27.0 1.0 600.0 67.0 336.0 935.0 24.61 711.0 79.0 45.0 51.0 93.0 2.45 55.0 8.0 9.0 12.0 2.0 525.0 293.0 288.0 192.0 45.0 395.0 150.0 245.0 383.0 793.0 30.0 21113.0 2771.0 7565.0 9066.0 4702.0 718.0 21099.0 11985.0 752.0 536.0 144.0 13564.0 481.0 318.0 2.0 469.0 490.0 67.0 10.0 13.0 3.0 1804.0 487.0 495.0 49.6
13 Milan 32.0 54.9 38.0 418.0 3420.0 60.0 38.0 8.0 9.0 97.0 6.0 1.58 1.0 2.58 1.37 2.37 62.8 56.0 1.65 1.47 38.0 38.0 3420.0 46.0 1.21 154.0 104.0 73.4 19.0 9.0 10.0 12.0 31.6 10.0 5.0 5.0 0.0 38.0 1.0 4.0 1.0 45.6 0.24 0.6 0.02 188.0 430.0 43.7 932.0 189.0 32.2 31.4 278.0 46.8 36.9 506.0 29.0 5.7 39.0 1.03 13.8 186.0 24.0 30.5 4.89 0.09 0.28 0.09 -2.8 -4.0 17070.0 20701.0 82.5 294450.0 103334.0 8007.0 8954.0 89.4 6904.0 7872.0 87.7 1657.0 2775.0 59.7 476.0 1346.0 377.0 83.0 1717.0 18774.0 1864.0 548.0 41.0 178.0 713.0 208.0 85.0 78.0 0.0 746.0 63.0 300.0 1089.0 28.66 817.0 77.0 60.0 47.0 102.0 2.68 67.0 6.0 10.0 10.0 1.0 581.0 345.0 270.0 237.0 74.0 353.0 106.0 247.0 419.0 652.0 19.0 24800.0 2257.0 6836.0 11724.0 6509.0 936.0 24791.0 15448.0 816.0 704.0 219.0 16958.0 598.0 342.0 2.0 545.0 460.0 63.0 4.0 10.0 1.0 1928.0 538.0 507.0 51.5
14 Napoli 25.0 59.2 38.0 418.0 3420.0 60.0 45.0 5.0 5.0 73.0 2.0 1.58 1.18 2.76 1.45 2.63 61.7 57.8 1.62 1.52 38.0 38.0 3420.0 50.0 1.32 138.0 88.0 68.8 18.0 8.0 12.0 7.0 18.4 8.0 7.0 1.0 0.0 38.0 1.0 4.0 1.0 42.6 0.26 -6.4 -0.17 65.0 180.0 36.1 849.0 141.0 16.7 25.6 224.0 17.0 22.6 425.0 15.0 3.5 32.0 0.84 15.2 225.0 17.0 32.9 5.92 0.08 0.24 0.09 -1.7 -2.8 21173.0 24596.0 86.1 336874.0 107510.0 11037.0 11917.0 92.6 7649.0 8622.0 88.7 1658.0 2522.0 65.7 543.0 1566.0 414.0 86.0 2024.0 22677.0 1865.0 604.0 36.0 187.0 813.0 222.0 81.0 93.0 2.0 712.0 54.0 340.0 1242.0 32.68 982.0 75.0 65.0 41.0 103.0 2.71 71.0 9.0 11.0 7.0 2.0 487.0 295.0 223.0 183.0 81.0 322.0 86.0 236.0 330.0 464.0 11.0 28084.0 2139.0 6780.0 14082.0 7442.0 917.0 28079.0 18571.0 979.0 803.0 194.0 21074.0 427.0 296.0 0.0 421.0 523.0 54.0 2.0 8.0 1.0 1958.0 384.0 374.0 50.7
15 Parma 25.0 43.8 38.0 418.0 3420.0 53.0 38.0 4.0 6.0 81.0 1.0 1.39 1.0 2.39 1.29 2.29 48.4 43.7 1.27 1.15 38.0 38.0 3420.0 57.0 1.5 212.0 152.0 76.4 14.0 7.0 17.0 6.0 15.8 11.0 7.0 3.0 1.0 38.0 1.0 10.0 0.0 61.0 0.25 4.0 0.11 234.0 495.0 47.3 860.0 129.0 41.5 36.5 369.0 37.4 31.0 685.0 21.0 3.1 10.0 0.26 12.0 145.0 23.0 31.7 3.82 0.11 0.34 0.1 4.6 5.3 12193.0 15756.0 77.4 236592.0 93205.0 4947.0 5720.0 86.5 4989.0 5959.0 83.7 1912.0 3155.0 60.6 339.0 881.0 230.0 56.0 1227.0 13796.0 1900.0 524.0 19.0 204.0 597.0 166.0 79.0 57.0 2.0 735.0 60.0 275.0 808.0 21.26 587.0 71.0 38.0 42.0 95.0 2.5 66.0 7.0 5.0 5.0 2.0 615.0 348.0 329.0 228.0 58.0 423.0 177.0 246.0 394.0 859.0 14.0 20080.0 2717.0 7279.0 8488.0 4533.0 730.0 20074.0 11250.0 673.0 502.0 185.0 12051.0 582.0 355.0 0.0 519.0 467.0 60.0 4.0 11.0 0.0 1871.0 540.0 463.0 53.8
16 Roma 31.0 52.7 38.0 418.0 3420.0 73.0 47.0 12.0 14.0 111.0 7.0 1.92 1.24 3.16 1.61 2.84 73.2 62.8 1.93 1.65 38.0 38.0 3420.0 51.0 1.34 158.0 106.0 73.4 21.0 7.0 10.0 7.0 18.4 10.0 9.0 1.0 0.0 38.0 1.0 5.0 0.0 53.4 0.28 2.4 0.06 170.0 380.0 44.7 1014.0 209.0 29.4 31.3 247.0 33.2 34.0 470.0 11.0 2.3 53.0 1.39 17.4 198.0 35.0 31.4 5.21 0.1 0.31 0.1 -0.2 -1.8 15972.0 19325.0 82.6 301750.0 102768.0 6509.0 7265.0 89.6 7241.0 8199.0 88.3 2006.0 3078.0 65.2 477.0 1236.0 344.0 79.0 1651.0 17490.0 1790.0 522.0 57.0 213.0 781.0 267.0 58.0 162.0 1.0 664.0 45.0 289.0 1133.0 29.82 801.0 101.0 76.0 57.0 128.0 3.37 90.0 7.0 11.0 11.0 0.0 493.0 303.0 202.0 203.0 88.0 347.0 107.0 240.0 400.0 644.0 15.0 23255.0 2266.0 6676.0 10889.0 5948.0 999.0 23241.0 12899.0 944.0 718.0 236.0 15834.0 537.0 282.0 4.0 541.0 435.0 45.0 7.0 10.0 0.0 1852.0 530.0 415.0 56.1
17 Sampdoria 31.0 42.7 38.0 418.0 3420.0 48.0 25.0 9.0 12.0 111.0 7.0 1.26 0.66 1.92 1.03 1.68 50.2 40.8 1.32 1.07 38.0 38.0 3420.0 65.0 1.71 178.0 117.0 68.0 12.0 6.0 20.0 9.0 23.7 9.0 8.0 0.0 1.0 38.0 0.0 10.0 4.0 53.5 0.26 -7.5 -0.2 192.0 544.0 35.3 785.0 142.0 45.1 36.8 309.0 61.5 44.6 630.0 16.0 2.5 34.0 0.89 14.1 162.0 25.0 29.5 4.26 0.07 0.24 0.08 -2.2 -1.8 11918.0 15949.0 74.7 214283.0 86568.0 5325.0 6195.0 86.0 4861.0 6016.0 80.8 1364.0 2726.0 50.0 400.0 1004.0 300.0 114.0 1369.0 13988.0 1898.0 556.0 28.0 120.0 814.0 195.0 96.0 67.0 0.0 735.0 63.0 306.0 972.0 25.58 693.0 91.0 68.0 62.0 80.0 2.11 53.0 4.0 6.0 12.0 2.0 584.0 356.0 267.0 224.0 93.0 397.0 116.0 281.0 397.0 778.0 5.0 20099.0 2280.0 6197.0 9151.0 4989.0 705.0 20087.0 10309.0 613.0 463.0 100.0 11802.0 505.0 295.0 5.0 562.0 459.0 63.0 10.0 9.0 4.0 1928.0 588.0 625.0 48.5
18 Sassuolo 31.0 57.5 38.0 418.0 3420.0 69.0 49.0 5.0 6.0 99.0 3.0 1.82 1.29 3.11 1.68 2.97 52.9 48.2 1.39 1.27 38.0 38.0 3420.0 63.0 1.66 184.0 124.0 70.1 14.0 9.0 15.0 7.0 18.4 9.0 8.0 1.0 0.0 38.0 1.0 9.0 4.0 54.7 0.26 -4.3 -0.11 108.0 307.0 35.2 938.0 172.0 25.9 28.0 255.0 25.1 26.4 537.0 21.0 3.9 38.0 1.0 14.2 191.0 32.0 34.9 5.03 0.12 0.34 0.09 16.1 15.8 18601.0 21873.0 85.0 298108.0 98300.0 9815.0 10667.0 92.0 7058.0 7896.0 89.4 1294.0 2223.0 58.2 423.0 1274.0 294.0 35.0 1590.0 19942.0 1867.0 621.0 46.0 117.0 562.0 207.0 118.0 68.0 1.0 677.0 64.0 296.0 968.0 25.47 721.0 57.0 59.0 50.0 116.0 3.05 82.0 2.0 11.0 8.0 0.0 553.0 332.0 273.0 211.0 69.0 392.0 130.0 262.0 348.0 666.0 9.0 25903.0 2438.0 7367.0 12657.0 6132.0 843.0 25897.0 14874.0 902.0 678.0 234.0 18445.0 522.0 339.0 1.0 498.0 560.0 64.0 4.0 9.0 4.0 1812.0 341.0 385.0 47.0
19 SPAL 34.0 46.9 38.0 418.0 3420.0 27.0 17.0 5.0 7.0 98.0 4.0 0.71 0.45 1.16 0.58 1.03 40.7 35.2 1.07 0.93 38.0 38.0 3420.0 77.0 2.03 228.0 153.0 69.3 5.0 5.0 28.0 3.0 7.9 8.0 7.0 1.0 0.0 38.0 3.0 4.0 3.0 67.5 0.26 -6.5 -0.17 227.0 565.0 40.2 903.0 206.0 40.4 34.7 355.0 56.3 43.1 623.0 19.0 3.0 24.0 0.63 13.1 117.0 23.0 25.3 3.08 0.05 0.19 0.08 -13.7 -13.2 13281.0 16878.0 78.7 236868.0 94077.0 6176.0 6950.0 88.9 5308.0 6326.0 83.9 1489.0 2773.0 53.7 347.0 1060.0 222.0 65.0 1236.0 14912.0 1913.0 596.0 12.0 130.0 691.0 158.0 63.0 65.0 1.0 691.0 53.0 321.0 822.0 21.63 579.0 91.0 36.0 56.0 45.0 1.18 25.0 4.0 5.0 6.0 0.0 554.0 326.0 299.0 197.0 58.0 390.0 170.0 220.0 395.0 748.0 15.0 20738.0 2614.0 7307.0 9038.0 4632.0 620.0 20731.0 11194.0 696.0 461.0 141.0 13190.0 518.0 354.0 1.0 540.0 526.0 53.0 6.0 8.0 3.0 1718.0 552.0 520.0 51.5
20 Torino 27.0 47.4 38.0 418.0 3420.0 44.0 29.0 7.0 8.0 96.0 7.0 1.16 0.76 1.92 0.97 1.74 44.8 39.4 1.18 1.04 38.0 38.0 3420.0 68.0 1.79 208.0 142.0 72.1 11.0 7.0 20.0 7.0 18.4 11.0 10.0 1.0 0.0 38.0 3.0 7.0 3.0 61.9 0.25 -3.1 -0.08 258.0 552.0 46.7 885.0 120.0 39.3 35.1 356.0 57.3 40.8 613.0 22.0 3.6 19.0 0.5 14.2 144.0 21.0 32.9 3.79 0.08 0.26 0.09 -0.8 -2.4 12572.0 16330.0 77.0 234941.0 88714.0 5436.0 6295.0 86.4 5089.0 6068.0 83.9 1728.0 3026.0 57.1 338.0 852.0 297.0 135.0 1220.0 14310.0 1957.0 611.0 14.0 182.0 756.0 180.0 54.0 34.0 1.0 706.0 63.0 318.0 786.0 20.68 542.0 91.0 43.0 53.0 73.0 1.92 44.0 8.0 12.0 4.0 0.0 572.0 314.0 266.0 236.0 70.0 433.0 160.0 273.0 495.0 875.0 14.0 20846.0 2533.0 7181.0 9045.0 4883.0 737.0 20838.0 10971.0 843.0 544.0 156.0 12474.0 605.0 360.0 5.0 606.0 539.0 63.0 3.0 11.0 3.0 2048.0 699.0 640.0 52.2
21 Udinese 25.0 44.7 38.0 418.0 3420.0 37.0 26.0 0.0 0.0 77.0 3.0 0.97 0.68 1.66 0.97 1.66 41.6 41.6 1.1 1.1 38.0 38.0 3420.0 51.0 1.34 194.0 141.0 77.8 12.0 9.0 17.0 14.0 36.8 10.0 8.0 2.0 0.0 38.0 2.0 4.0 0.0 52.1 0.22 1.1 0.03 184.0 421.0 43.7 812.0 171.0 34.5 32.7 358.0 39.4 34.1 581.0 25.0 4.3 20.0 0.53 11.6 141.0 12.0 30.1 3.71 0.08 0.26 0.09 -4.6 -4.6 13373.0 16971.0 78.8 235092.0 90315.0 6100.0 6891.0 88.5 5340.0 6354.0 84.0 1478.0 2657.0 55.6 362.0 937.0 276.0 99.0 1274.0 15127.0 1779.0 470.0 19.0 151.0 730.0 200.0 73.0 55.0 0.0 664.0 65.0 311.0 826.0 21.74 628.0 69.0 37.0 32.0 61.0 1.61 43.0 4.0 4.0 1.0 3.0 597.0 340.0 329.0 214.0 54.0 434.0 153.0 281.0 375.0 789.0 13.0 21128.0 2448.0 7177.0 9500.0 4716.0 706.0 21128.0 12203.0 709.0 539.0 163.0 13279.0 538.0 328.0 2.0 506.0 414.0 65.0 0.0 10.0 0.0 1888.0 483.0 534.0 47.5