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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/Ligue-1_2022-2023_teamvs.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
vs Ajaccio,36.0,56.8,38.0,418.0,3420.0,72.0,49.0,9.0,10.0,69.0,8.0,1.89,1.29,3.18,1.66,2.95,53.9,46.2,1.42,1.22,38.0,38.0,3417.0,23.0,0.61,89.0,65.0,80.9,26.0,5.0,7.0,22.0,57.9,9.0,6.0,2.0,1.0,38.0,0.0,3.0,1.0,30.0,0.25,8.0,0.21,156.0,414.0,37.7,945.0,154.0,31.2,32.7,226.0,52.7,41.7,504.0,31.0,6.2,28.0,0.74,13.4,152.0,18.0,37.1,4.0,0.15,0.41,0.12,18.1,16.8,16356.0,20436.0,80.0,298602.0,99155.0,6775.0,7903.0,85.7,7174.0,8331.0,86.1,1872.0,3174.0,59.0,297.0,1308.0,310.0,66.0,1696.0,18521.0,1848.0,569.0,48.0,132.0,621.0,167.0,70.0,57.0,0.0,806.0,67.0,313.0,732.0,19.26,536.0,60.0,38.0,43.0,124.0,3.26,85.0,7.0,11.0,8.0,0.0,601.0,366.0,264.0,267.0,70.0,386.0,77.0,309.0,349.0,613.0,5.0,24302.0,1953.0,6843.0,12450.0,5271.0,764.0,24292.0,17674.0,636.0,558.0,135.0,16224.0,539.0,324.0,2.0,522.0,512.0,67.0,7.0,9.0,1.0,2074.0,711.0,602.0,54.2
vs Angers,33.0,53.1,38.0,418.0,3420.0,77.0,57.0,9.0,11.0,59.0,6.0,2.03,1.5,3.53,1.79,3.29,61.7,53.2,1.62,1.4,38.0,38.0,3420.0,33.0,0.87,125.0,94.0,76.8,28.0,6.0,4.0,13.0,34.2,4.0,4.0,0.0,0.0,38.0,1.0,3.0,2.0,36.6,0.26,5.6,0.15,156.0,440.0,35.5,940.0,138.0,33.2,33.3,226.0,56.6,43.0,466.0,41.0,8.8,30.0,0.79,12.9,187.0,19.0,41.4,4.92,0.15,0.36,0.12,15.3,14.8,16447.0,19945.0,82.5,298240.0,100644.0,6859.0,7828.0,87.6,7221.0,8163.0,88.5,1809.0,2900.0,62.4,347.0,1274.0,310.0,80.0,1600.0,18056.0,1819.0,504.0,45.0,160.0,640.0,199.0,88.0,72.0,1.0,793.0,70.0,334.0,802.0,21.11,578.0,80.0,46.0,43.0,136.0,3.58,96.0,9.0,6.0,10.0,3.0,741.0,450.0,348.0,293.0,100.0,347.0,84.0,263.0,370.0,526.0,11.0,23892.0,1965.0,6828.0,12114.0,5218.0,824.0,23881.0,17872.0,725.0,589.0,160.0,16318.0,564.0,342.0,2.0,437.0,466.0,70.0,8.0,4.0,2.0,2056.0,441.0,436.0,50.3
vs Auxerre,33.0,56.7,38.0,418.0,3420.0,62.0,45.0,4.0,6.0,47.0,3.0,1.63,1.18,2.82,1.53,2.71,58.9,54.7,1.55,1.44,38.0,38.0,3420.0,35.0,0.92,125.0,92.0,77.6,19.0,11.0,8.0,11.0,28.9,9.0,7.0,1.0,1.0,38.0,1.0,5.0,3.0,32.3,0.2,0.3,0.01,174.0,400.0,43.5,901.0,167.0,31.1,30.8,266.0,45.1,37.2,494.0,29.0,5.9,37.0,0.97,14.2,175.0,15.0,37.6,4.61,0.12,0.33,0.12,3.1,3.3,17165.0,21041.0,81.6,302884.0,106544.0,7520.0,8588.0,87.6,7334.0,8452.0,86.8,1699.0,2884.0,58.9,353.0,1494.0,343.0,88.0,1837.0,19171.0,1788.0,488.0,75.0,134.0,751.0,207.0,84.0,85.0,2.0,739.0,82.0,372.0,829.0,21.82,597.0,76.0,45.0,44.0,108.0,2.84,85.0,4.0,8.0,3.0,2.0,639.0,393.0,276.0,267.0,96.0,379.0,98.0,281.0,361.0,584.0,8.0,24994.0,2115.0,6775.0,12537.0,5872.0,886.0,24988.0,18531.0,669.0,573.0,190.0,16995.0,544.0,361.0,0.0,438.0,432.0,82.0,4.0,9.0,3.0,2102.0,566.0,487.0,53.8
vs Brest,29.0,55.1,38.0,418.0,3420.0,52.0,34.0,7.0,9.0,76.0,7.0,1.37,0.89,2.26,1.18,2.08,56.0,49.0,1.47,1.29,38.0,38.0,3420.0,44.0,1.16,140.0,96.0,73.6,16.0,11.0,11.0,10.0,26.3,8.0,7.0,1.0,0.0,38.0,1.0,10.0,1.0,37.0,0.22,-6.0,-0.16,125.0,382.0,32.7,873.0,182.0,32.4,31.5,268.0,36.9,34.9,625.0,49.0,7.8,27.0,0.71,10.9,170.0,17.0,35.4,4.47,0.09,0.26,0.1,-4.0,-4.0,16383.0,20233.0,81.0,288921.0,104110.0,6993.0,8078.0,86.6,7252.0,8318.0,87.2,1592.0,2751.0,57.9,369.0,1457.0,367.0,85.0,1926.0,18335.0,1832.0,526.0,68.0,123.0,674.0,194.0,80.0,79.0,0.0,746.0,66.0,368.0,871.0,22.92,632.0,77.0,59.0,47.0,90.0,2.37,59.0,9.0,9.0,9.0,1.0,623.0,370.0,307.0,234.0,82.0,396.0,95.0,301.0,368.0,655.0,11.0,24402.0,2105.0,6683.0,12407.0,5542.0,849.0,24393.0,17752.0,686.0,553.0,157.0,16224.0,619.0,349.0,3.0,482.0,482.0,66.0,7.0,8.0,1.0,2126.0,569.0,633.0,47.3
vs Clermont Foot,28.0,51.7,38.0,418.0,3420.0,49.0,33.0,8.0,12.0,76.0,9.0,1.29,0.87,2.16,1.08,1.95,58.2,48.7,1.53,1.28,38.0,38.0,3420.0,45.0,1.18,147.0,102.0,74.1,13.0,8.0,17.0,10.0,26.3,10.0,7.0,1.0,2.0,38.0,0.0,5.0,1.0,49.8,0.3,5.8,0.15,121.0,326.0,37.1,903.0,189.0,25.7,30.0,215.0,43.7,38.9,443.0,25.0,5.6,27.0,0.71,13.4,152.0,19.0,32.0,4.0,0.09,0.27,0.1,-9.2,-7.7,15740.0,19391.0,81.2,281991.0,98164.0,6701.0,7700.0,87.0,6815.0,7858.0,86.7,1665.0,2763.0,60.3,335.0,1463.0,293.0,71.0,1688.0,17685.0,1652.0,445.0,56.0,143.0,615.0,152.0,61.0,59.0,0.0,737.0,54.0,350.0,833.0,21.92,583.0,66.0,50.0,52.0,81.0,2.13,49.0,4.0,10.0,8.0,2.0,647.0,366.0,237.0,295.0,115.0,432.0,97.0,335.0,432.0,548.0,12.0,23471.0,2072.0,6482.0,11495.0,5745.0,752.0,23459.0,17297.0,646.0,558.0,155.0,15612.0,591.0,334.0,4.0,617.0,399.0,54.0,8.0,10.0,1.0,2239.0,427.0,410.0,51.0
vs Lens,29.0,44.4,38.0,418.0,3420.0,28.0,19.0,3.0,3.0,79.0,3.0,0.74,0.5,1.24,0.66,1.16,43.3,40.9,1.14,1.08,38.0,38.0,3420.0,68.0,1.79,186.0,117.0,66.7,4.0,9.0,25.0,5.0,13.2,9.0,6.0,3.0,0.0,38.0,0.0,3.0,2.0,61.6,0.29,-4.4,-0.12,168.0,510.0,32.9,893.0,155.0,38.7,34.5,297.0,55.2,41.8,637.0,33.0,5.2,35.0,0.92,12.1,126.0,7.0,32.4,3.32,0.06,0.2,0.11,-15.3,-15.9,13591.0,16976.0,80.1,239440.0,85728.0,5867.0,6730.0,87.2,5925.0,6815.0,86.9,1320.0,2516.0,52.5,305.0,989.0,233.0,43.0,1268.0,15126.0,1796.0,535.0,40.0,66.0,523.0,161.0,67.0,69.0,1.0,668.0,54.0,325.0,690.0,18.16,500.0,65.0,44.0,22.0,44.0,1.16,28.0,5.0,4.0,3.0,1.0,557.0,315.0,255.0,220.0,82.0,376.0,106.0,270.0,409.0,746.0,15.0,20842.0,2503.0,7072.0,9772.0,4243.0,655.0,20839.0,14979.0,544.0,488.0,137.0,13455.0,559.0,278.0,3.0,517.0,469.0,54.0,3.0,9.0,2.0,1859.0,369.0,406.0,47.6
vs Lille,26.0,39.5,38.0,418.0,3420.0,41.0,26.0,4.0,5.0,75.0,6.0,1.08,0.68,1.76,0.97,1.66,40.5,36.6,1.07,0.96,38.0,38.0,3420.0,65.0,1.71,212.0,147.0,74.5,9.0,10.0,19.0,7.0,18.4,12.0,11.0,0.0,1.0,38.0,0.0,7.0,0.0,64.9,0.27,-0.1,0.0,230.0,620.0,37.1,1120.0,169.0,42.0,36.6,265.0,56.6,44.2,521.0,19.0,3.6,31.0,0.82,12.9,117.0,8.0,36.1,3.08,0.11,0.32,0.12,0.5,0.4,11379.0,14925.0,76.2,213337.0,81858.0,4639.0,5526.0,83.9,4879.0,5774.0,84.5,1472.0,2750.0,53.5,231.0,792.0,188.0,48.0,1060.0,13088.0,1755.0,543.0,46.0,119.0,497.0,136.0,57.0,56.0,1.0,686.0,82.0,354.0,551.0,14.5,371.0,56.0,34.0,36.0,70.0,1.84,48.0,0.0,7.0,7.0,2.0,728.0,414.0,368.0,279.0,81.0,499.0,144.0,355.0,404.0,682.0,14.0,19095.0,2690.0,7566.0,8149.0,3677.0,581.0,19090.0,12888.0,513.0,399.0,133.0,11275.0,571.0,321.0,3.0,506.0,471.0,82.0,5.0,12.0,0.0,1991.0,463.0,440.0,51.3
vs Lorient,30.0,53.4,38.0,418.0,3420.0,52.0,36.0,2.0,2.0,80.0,4.0,1.37,0.95,2.32,1.32,2.26,58.2,56.6,1.53,1.49,38.0,38.0,3420.0,52.0,1.37,155.0,104.0,69.0,13.0,10.0,15.0,9.0,23.7,6.0,4.0,2.0,0.0,38.0,3.0,8.0,3.0,43.7,0.25,-5.3,-0.14,147.0,341.0,43.1,758.0,155.0,31.8,32.6,200.0,50.0,39.9,346.0,17.0,4.9,39.0,1.03,15.2,180.0,17.0,32.0,4.74,0.09,0.28,0.1,-6.2,-6.6,17282.0,20818.0,83.0,307503.0,103678.0,7326.0,8278.0,88.5,7631.0,8640.0,88.3,1755.0,2811.0,62.4,418.0,1665.0,417.0,127.0,2065.0,19150.0,1626.0,425.0,41.0,120.0,910.0,211.0,95.0,87.0,0.0,678.0,42.0,401.0,984.0,25.89,717.0,86.0,56.0,49.0,83.0,2.18,60.0,3.0,5.0,4.0,3.0,720.0,433.0,329.0,272.0,119.0,425.0,115.0,310.0,395.0,518.0,12.0,24862.0,1899.0,5971.0,12111.0,7059.0,993.0,24860.0,18751.0,759.0,739.0,169.0,17143.0,538.0,421.0,3.0,527.0,379.0,42.0,2.0,6.0,3.0,2189.0,479.0,407.0,54.1
vs Lyon,29.0,41.9,38.0,418.0,3420.0,44.0,24.0,11.0,11.0,66.0,4.0,1.16,0.63,1.79,0.87,1.5,51.7,43.1,1.36,1.13,38.0,38.0,3420.0,65.0,1.71,206.0,142.0,71.4,12.0,8.0,18.0,7.0,18.4,8.0,6.0,1.0,1.0,38.0,2.0,7.0,2.0,62.7,0.28,-0.3,-0.01,188.0,487.0,38.6,979.0,167.0,37.4,34.7,223.0,54.3,40.5,522.0,32.0,6.1,36.0,0.95,13.1,144.0,18.0,34.5,3.79,0.08,0.23,0.11,-7.7,-10.1,12929.0,16553.0,78.1,227858.0,88246.0,5805.0,6841.0,84.9,5207.0,6194.0,84.1,1407.0,2509.0,56.1,316.0,979.0,258.0,62.0,1277.0,14765.0,1715.0,527.0,40.0,105.0,541.0,163.0,76.0,55.0,1.0,665.0,73.0,358.0,731.0,19.24,534.0,65.0,38.0,39.0,73.0,1.92,44.0,6.0,6.0,11.0,1.0,772.0,438.0,409.0,276.0,87.0,500.0,146.0,354.0,482.0,738.0,15.0,21204.0,2523.0,7208.0,9590.0,4712.0,728.0,21193.0,14537.0,677.0,541.0,168.0,12787.0,643.0,356.0,1.0,477.0,470.0,73.0,7.0,8.0,2.0,2207.0,438.0,452.0,49.2
vs Marseille,30.0,43.3,38.0,418.0,3420.0,37.0,22.0,5.0,5.0,64.0,0.0,0.97,0.58,1.55,0.84,1.42,42.5,38.5,1.12,1.01,38.0,38.0,3420.0,67.0,1.76,180.0,118.0,66.1,9.0,7.0,22.0,5.0,13.2,7.0,6.0,1.0,0.0,38.0,2.0,11.0,6.0,55.5,0.28,-5.5,-0.15,243.0,717.0,33.9,1054.0,150.0,50.0,39.2,279.0,68.1,48.0,591.0,33.0,5.6,25.0,0.66,10.7,137.0,10.0,32.5,3.61,0.08,0.23,0.09,-5.5,-6.5,12111.0,15822.0,76.5,215956.0,86731.0,5348.0,6281.0,85.1,4904.0,5954.0,82.4,1384.0,2689.0,51.5,316.0,913.0,213.0,59.0,1146.0,13925.0,1867.0,583.0,26.0,82.0,541.0,155.0,54.0,72.0,0.0,716.0,30.0,281.0,727.0,19.13,538.0,60.0,43.0,29.0,62.0,1.63,45.0,3.0,6.0,6.0,0.0,680.0,389.0,352.0,258.0,70.0,460.0,150.0,310.0,454.0,734.0,12.0,20200.0,2587.0,7075.0,9057.0,4313.0,639.0,20195.0,13609.0,577.0,550.0,156.0,11988.0,629.0,384.0,0.0,442.0,510.0,30.0,5.0,7.0,6.0,2107.0,484.0,491.0,49.6
vs Monaco,27.0,51.8,38.0,418.0,3420.0,55.0,40.0,5.0,5.0,58.0,2.0,1.45,1.05,2.5,1.32,2.37,53.2,49.7,1.4,1.31,38.0,38.0,3420.0,70.0,1.84,207.0,135.0,68.6,11.0,8.0,19.0,6.0,15.8,8.0,5.0,3.0,0.0,38.0,1.0,10.0,1.0,69.2,0.3,0.2,0.01,153.0,460.0,33.3,1143.0,206.0,31.2,31.7,233.0,44.2,37.5,514.0,38.0,7.4,26.0,0.68,11.9,190.0,11.0,37.5,5.0,0.1,0.26,0.1,1.8,0.3,16087.0,19832.0,81.1,281112.0,102172.0,7090.0,8107.0,87.5,6926.0,7977.0,86.8,1535.0,2708.0,56.7,395.0,1111.0,285.0,63.0,1518.0,18094.0,1688.0,557.0,57.0,106.0,570.0,163.0,59.0,62.0,0.0,605.0,50.0,375.0,886.0,23.32,643.0,74.0,61.0,35.0,100.0,2.63,67.0,6.0,10.0,9.0,2.0,628.0,353.0,302.0,250.0,76.0,415.0,100.0,315.0,434.0,707.0,13.0,24161.0,2646.0,8508.0,11138.0,4798.0,773.0,24156.0,17694.0,647.0,567.0,158.0,15960.0,569.0,373.0,0.0,429.0,471.0,50.0,5.0,8.0,1.0,2236.0,457.0,515.0,47.0
vs Montpellier,31.0,54.2,38.0,418.0,3420.0,60.0,42.0,6.0,11.0,82.0,10.0,1.58,1.11,2.68,1.42,2.53,62.2,53.5,1.64,1.41,38.0,38.0,3420.0,65.0,1.71,172.0,108.0,66.3,18.0,5.0,15.0,5.0,13.2,7.0,7.0,0.0,0.0,38.0,2.0,7.0,1.0,56.0,0.29,-8.0,-0.21,158.0,371.0,42.6,839.0,175.0,28.4,31.0,245.0,54.3,42.9,507.0,29.0,5.7,48.0,1.26,13.0,192.0,19.0,37.5,5.05,0.11,0.28,0.11,-2.2,0.5,15637.0,19336.0,80.9,277919.0,101551.0,6811.0,7878.0,86.5,6556.0,7608.0,86.2,1698.0,2802.0,60.6,371.0,1403.0,329.0,76.0,1799.0,17466.0,1829.0,525.0,61.0,127.0,722.0,184.0,89.0,75.0,0.0,756.0,41.0,369.0,907.0,23.87,637.0,80.0,66.0,51.0,103.0,2.71,74.0,5.0,10.0,5.0,0.0,683.0,400.0,330.0,260.0,93.0,368.0,104.0,264.0,411.0,684.0,13.0,23622.0,2096.0,6465.0,11393.0,6025.0,896.0,23611.0,16922.0,794.0,748.0,196.0,15476.0,572.0,323.0,4.0,551.0,470.0,41.0,7.0,7.0,1.0,2086.0,553.0,480.0,53.5
vs Nantes,29.0,54.1,38.0,418.0,3420.0,51.0,29.0,9.0,9.0,61.0,5.0,1.34,0.76,2.11,1.11,1.87,52.4,45.5,1.38,1.2,38.0,38.0,3420.0,37.0,0.97,155.0,119.0,78.1,16.0,15.0,7.0,15.0,39.5,5.0,3.0,1.0,1.0,38.0,0.0,5.0,2.0,41.2,0.25,6.2,0.16,196.0,496.0,39.5,1006.0,190.0,36.3,33.9,238.0,55.0,42.5,652.0,53.0,8.1,31.0,0.82,10.9,176.0,19.0,39.3,4.63,0.09,0.24,0.1,-1.4,-3.5,16588.0,20454.0,81.1,287994.0,108656.0,7440.0,8476.0,87.8,6976.0,8088.0,86.3,1533.0,2744.0,55.9,333.0,1400.0,329.0,60.0,1771.0,18566.0,1836.0,504.0,57.0,100.0,636.0,191.0,87.0,70.0,1.0,795.0,52.0,368.0,786.0,20.68,582.0,55.0,56.0,35.0,86.0,2.26,55.0,5.0,10.0,7.0,1.0,683.0,415.0,367.0,245.0,71.0,372.0,109.0,263.0,336.0,738.0,13.0,24671.0,2322.0,7243.0,11988.0,5684.0,822.0,24662.0,18004.0,750.0,628.0,179.0,16438.0,638.0,342.0,1.0,435.0,454.0,52.0,6.0,5.0,2.0,2061.0,598.0,592.0,50.3
vs Nice,34.0,48.5,38.0,418.0,3420.0,37.0,25.0,3.0,5.0,44.0,4.0,0.97,0.66,1.63,0.89,1.55,44.6,40.6,1.17,1.07,38.0,38.0,3419.0,48.0,1.26,192.0,146.0,78.1,10.0,13.0,15.0,11.0,28.9,7.0,6.0,1.0,0.0,38.0,0.0,6.0,1.0,55.7,0.27,8.7,0.23,132.0,346.0,38.2,979.0,215.0,23.9,30.3,251.0,44.6,38.2,534.0,29.0,5.4,31.0,0.82,13.9,143.0,13.0,32.4,3.76,0.08,0.24,0.09,-7.6,-6.6,16263.0,19624.0,82.9,291870.0,99767.0,6919.0,7842.0,88.2,7060.0,7965.0,88.6,1739.0,2781.0,62.5,342.0,1279.0,302.0,80.0,1606.0,17984.0,1586.0,412.0,56.0,150.0,611.0,154.0,61.0,68.0,0.0,665.0,54.0,351.0,791.0,20.82,596.0,68.0,31.0,34.0,66.0,1.74,42.0,6.0,4.0,6.0,3.0,714.0,417.0,327.0,263.0,124.0,436.0,118.0,318.0,370.0,627.0,13.0,23884.0,2349.0,7298.0,11184.0,5667.0,769.0,23879.0,17773.0,704.0,662.0,168.0,16124.0,565.0,436.0,2.0,411.0,369.0,54.0,5.0,6.0,1.0,2087.0,365.0,392.0,48.2
vs Paris S-G,26.0,39.3,38.0,418.0,3420.0,39.0,27.0,2.0,5.0,50.0,4.0,1.03,0.71,1.74,0.97,1.68,48.3,44.3,1.27,1.17,38.0,38.0,3420.0,89.0,2.34,249.0,161.0,66.3,7.0,4.0,27.0,4.0,10.5,7.0,5.0,2.0,0.0,38.0,2.0,6.0,3.0,85.1,0.32,-0.9,-0.02,133.0,345.0,38.6,837.0,160.0,31.7,32.7,220.0,36.4,34.5,317.0,19.0,6.0,20.0,0.53,11.4,157.0,13.0,35.5,4.13,0.08,0.24,0.1,-9.3,-7.3,14354.0,17091.0,84.0,244568.0,86215.0,6671.0,7410.0,90.0,5773.0,6493.0,88.9,1352.0,2215.0,61.0,335.0,1087.0,261.0,63.0,1316.0,15677.0,1358.0,435.0,54.0,115.0,520.0,145.0,63.0,56.0,1.0,397.0,56.0,287.0,753.0,19.82,558.0,44.0,50.0,29.0,68.0,1.79,50.0,1.0,9.0,2.0,2.0,815.0,486.0,420.0,280.0,115.0,486.0,134.0,352.0,437.0,536.0,8.0,21212.0,2510.0,7167.0,9496.0,4806.0,656.0,21207.0,15933.0,698.0,627.0,153.0,14253.0,458.0,273.0,0.0,442.0,358.0,56.0,3.0,7.0,3.0,1944.0,201.0,245.0,45.1
vs Reims,34.0,51.3,38.0,418.0,3420.0,43.0,28.0,3.0,3.0,66.0,6.0,1.13,0.74,1.87,1.05,1.79,52.7,50.3,1.39,1.32,38.0,38.0,3420.0,45.0,1.18,173.0,127.0,78.0,11.0,15.0,12.0,12.0,31.6,8.0,7.0,1.0,0.0,38.0,0.0,5.0,0.0,54.0,0.28,9.0,0.24,230.0,617.0,37.3,1090.0,168.0,38.9,34.6,311.0,62.1,44.5,528.0,39.0,7.4,58.0,1.53,14.1,163.0,21.0,33.6,4.29,0.08,0.25,0.11,-9.7,-10.3,14671.0,18644.0,78.7,263748.0,100475.0,6424.0,7416.0,86.6,6003.0,7130.0,84.2,1687.0,3001.0,56.2,356.0,1244.0,344.0,91.0,1588.0,16670.0,1910.0,562.0,46.0,139.0,690.0,174.0,57.0,73.0,3.0,744.0,64.0,382.0,832.0,21.89,600.0,66.0,65.0,40.0,74.0,1.95,50.0,5.0,6.0,6.0,1.0,749.0,440.0,358.0,290.0,101.0,430.0,124.0,306.0,482.0,683.0,12.0,23088.0,2541.0,7333.0,10499.0,5530.0,858.0,23085.0,16329.0,663.0,576.0,174.0,14531.0,611.0,364.0,1.0,438.0,481.0,64.0,2.0,8.0,0.0,2250.0,465.0,472.0,49.6
vs Rennes,32.0,44.6,38.0,418.0,3420.0,38.0,27.0,3.0,5.0,55.0,5.0,1.0,0.71,1.71,0.92,1.63,44.1,40.2,1.16,1.06,38.0,38.0,3420.0,69.0,1.82,192.0,126.0,65.6,12.0,5.0,21.0,5.0,13.2,3.0,3.0,0.0,0.0,38.0,1.0,6.0,3.0,59.4,0.3,-6.6,-0.17,161.0,510.0,31.6,928.0,130.0,38.6,34.6,254.0,59.8,44.2,431.0,21.0,4.9,21.0,0.55,12.4,121.0,9.0,32.7,3.18,0.09,0.29,0.11,-6.1,-5.2,13332.0,17037.0,78.3,237044.0,82521.0,5855.0,6813.0,85.9,5535.0,6497.0,85.2,1442.0,2724.0,52.9,286.0,1007.0,240.0,67.0,1323.0,15206.0,1741.0,500.0,48.0,135.0,581.0,155.0,55.0,46.0,2.0,717.0,90.0,335.0,652.0,17.16,493.0,60.0,35.0,29.0,59.0,1.55,37.0,6.0,11.0,2.0,0.0,645.0,376.0,357.0,239.0,49.0,454.0,140.0,314.0,406.0,587.0,11.0,21024.0,2334.0,7069.0,9843.0,4376.0,611.0,21019.0,14720.0,564.0,453.0,128.0,13202.0,580.0,311.0,0.0,396.0,439.0,90.0,4.0,3.0,3.0,2022.0,520.0,538.0,49.1
vs Strasbourg,29.0,54.1,38.0,418.0,3420.0,59.0,34.0,10.0,11.0,68.0,7.0,1.55,0.89,2.45,1.29,2.18,55.4,47.2,1.46,1.24,38.0,38.0,3418.0,51.0,1.34,157.0,107.0,70.7,16.0,13.0,9.0,6.0,15.8,7.0,5.0,2.0,0.0,38.0,1.0,8.0,3.0,51.1,0.29,3.1,0.08,176.0,493.0,35.7,1083.0,174.0,33.1,33.4,246.0,54.5,42.3,525.0,48.0,9.1,39.0,1.03,13.8,164.0,18.0,39.6,4.32,0.12,0.3,0.12,3.6,1.8,16499.0,20557.0,80.3,297866.0,101764.0,6936.0,8068.0,86.0,7068.0,8198.0,86.2,1867.0,3126.0,59.7,297.0,1218.0,258.0,68.0,1478.0,18599.0,1873.0,537.0,52.0,170.0,632.0,174.0,67.0,75.0,1.0,797.0,85.0,358.0,737.0,19.39,527.0,67.0,46.0,48.0,104.0,2.74,71.0,7.0,10.0,12.0,1.0,590.0,341.0,259.0,254.0,77.0,391.0,104.0,287.0,344.0,702.0,11.0,24641.0,2364.0,7392.0,12390.0,5079.0,730.0,24630.0,17910.0,691.0,578.0,159.0,16370.0,557.0,346.0,4.0,500.0,503.0,85.0,9.0,7.0,3.0,2123.0,573.0,677.0,45.8
vs Toulouse,29.0,48.7,38.0,418.0,3420.0,54.0,31.0,4.0,7.0,64.0,2.0,1.42,0.82,2.24,1.32,2.13,57.0,51.4,1.5,1.35,38.0,38.0,3420.0,51.0,1.34,175.0,125.0,73.1,16.0,9.0,13.0,11.0,28.9,4.0,4.0,0.0,0.0,38.0,1.0,7.0,1.0,48.8,0.27,-1.2,-0.03,155.0,480.0,32.3,929.0,163.0,35.1,34.0,272.0,56.6,42.9,534.0,44.0,8.2,24.0,0.63,11.3,172.0,22.0,32.2,4.53,0.09,0.29,0.1,-3.0,-1.4,14701.0,18410.0,79.9,260807.0,95421.0,6323.0,7311.0,86.5,6381.0,7396.0,86.3,1481.0,2706.0,54.7,387.0,1302.0,333.0,74.0,1597.0,16526.0,1842.0,516.0,48.0,92.0,647.0,191.0,100.0,67.0,0.0,750.0,42.0,369.0,920.0,24.21,661.0,61.0,56.0,45.0,87.0,2.29,54.0,5.0,12.0,8.0,1.0,605.0,342.0,291.0,230.0,84.0,490.0,106.0,384.0,399.0,600.0,16.0,22692.0,2282.0,6763.0,10600.0,5636.0,854.0,22685.0,16056.0,743.0,602.0,185.0,14579.0,603.0,348.0,0.0,437.0,441.0,42.0,6.0,4.0,1.0,2113.0,460.0,483.0,48.8
vs Troyes,32.0,57.4,38.0,418.0,3420.0,79.0,51.0,7.0,8.0,47.0,5.0,2.08,1.34,3.42,1.89,3.24,78.0,71.7,2.05,1.89,38.0,38.0,3420.0,45.0,1.18,135.0,92.0,70.4,22.0,12.0,4.0,11.0,28.9,5.0,5.0,0.0,0.0,38.0,1.0,3.0,2.0,36.5,0.24,-6.5,-0.17,139.0,340.0,40.9,916.0,141.0,28.4,30.6,195.0,41.0,36.4,423.0,30.0,7.1,47.0,1.24,15.7,220.0,20.0,35.6,5.79,0.12,0.33,0.12,1.0,0.3,18477.0,22021.0,83.9,329374.0,109110.0,7717.0,8709.0,88.6,8320.0,9343.0,89.1,1823.0,2862.0,63.7,461.0,1575.0,457.0,111.0,2004.0,20355.0,1601.0,428.0,49.0,135.0,816.0,239.0,98.0,92.0,0.0,630.0,65.0,312.0,1128.0,29.68,855.0,83.0,77.0,41.0,131.0,3.45,85.0,7.0,21.0,8.0,2.0,688.0,388.0,260.0,290.0,138.0,399.0,97.0,302.0,383.0,498.0,8.0,26047.0,1829.0,6230.0,12999.0,7067.0,1140.0,26039.0,19892.0,791.0,793.0,206.0,18327.0,523.0,336.0,2.0,431.0,381.0,65.0,8.0,5.0,2.0,2160.0,495.0,476.0,51.0
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 vs Ajaccio 36.0 56.8 38.0 418.0 3420.0 72.0 49.0 9.0 10.0 69.0 8.0 1.89 1.29 3.18 1.66 2.95 53.9 46.2 1.42 1.22 38.0 38.0 3417.0 23.0 0.61 89.0 65.0 80.9 26.0 5.0 7.0 22.0 57.9 9.0 6.0 2.0 1.0 38.0 0.0 3.0 1.0 30.0 0.25 8.0 0.21 156.0 414.0 37.7 945.0 154.0 31.2 32.7 226.0 52.7 41.7 504.0 31.0 6.2 28.0 0.74 13.4 152.0 18.0 37.1 4.0 0.15 0.41 0.12 18.1 16.8 16356.0 20436.0 80.0 298602.0 99155.0 6775.0 7903.0 85.7 7174.0 8331.0 86.1 1872.0 3174.0 59.0 297.0 1308.0 310.0 66.0 1696.0 18521.0 1848.0 569.0 48.0 132.0 621.0 167.0 70.0 57.0 0.0 806.0 67.0 313.0 732.0 19.26 536.0 60.0 38.0 43.0 124.0 3.26 85.0 7.0 11.0 8.0 0.0 601.0 366.0 264.0 267.0 70.0 386.0 77.0 309.0 349.0 613.0 5.0 24302.0 1953.0 6843.0 12450.0 5271.0 764.0 24292.0 17674.0 636.0 558.0 135.0 16224.0 539.0 324.0 2.0 522.0 512.0 67.0 7.0 9.0 1.0 2074.0 711.0 602.0 54.2
3 vs Angers 33.0 53.1 38.0 418.0 3420.0 77.0 57.0 9.0 11.0 59.0 6.0 2.03 1.5 3.53 1.79 3.29 61.7 53.2 1.62 1.4 38.0 38.0 3420.0 33.0 0.87 125.0 94.0 76.8 28.0 6.0 4.0 13.0 34.2 4.0 4.0 0.0 0.0 38.0 1.0 3.0 2.0 36.6 0.26 5.6 0.15 156.0 440.0 35.5 940.0 138.0 33.2 33.3 226.0 56.6 43.0 466.0 41.0 8.8 30.0 0.79 12.9 187.0 19.0 41.4 4.92 0.15 0.36 0.12 15.3 14.8 16447.0 19945.0 82.5 298240.0 100644.0 6859.0 7828.0 87.6 7221.0 8163.0 88.5 1809.0 2900.0 62.4 347.0 1274.0 310.0 80.0 1600.0 18056.0 1819.0 504.0 45.0 160.0 640.0 199.0 88.0 72.0 1.0 793.0 70.0 334.0 802.0 21.11 578.0 80.0 46.0 43.0 136.0 3.58 96.0 9.0 6.0 10.0 3.0 741.0 450.0 348.0 293.0 100.0 347.0 84.0 263.0 370.0 526.0 11.0 23892.0 1965.0 6828.0 12114.0 5218.0 824.0 23881.0 17872.0 725.0 589.0 160.0 16318.0 564.0 342.0 2.0 437.0 466.0 70.0 8.0 4.0 2.0 2056.0 441.0 436.0 50.3
4 vs Auxerre 33.0 56.7 38.0 418.0 3420.0 62.0 45.0 4.0 6.0 47.0 3.0 1.63 1.18 2.82 1.53 2.71 58.9 54.7 1.55 1.44 38.0 38.0 3420.0 35.0 0.92 125.0 92.0 77.6 19.0 11.0 8.0 11.0 28.9 9.0 7.0 1.0 1.0 38.0 1.0 5.0 3.0 32.3 0.2 0.3 0.01 174.0 400.0 43.5 901.0 167.0 31.1 30.8 266.0 45.1 37.2 494.0 29.0 5.9 37.0 0.97 14.2 175.0 15.0 37.6 4.61 0.12 0.33 0.12 3.1 3.3 17165.0 21041.0 81.6 302884.0 106544.0 7520.0 8588.0 87.6 7334.0 8452.0 86.8 1699.0 2884.0 58.9 353.0 1494.0 343.0 88.0 1837.0 19171.0 1788.0 488.0 75.0 134.0 751.0 207.0 84.0 85.0 2.0 739.0 82.0 372.0 829.0 21.82 597.0 76.0 45.0 44.0 108.0 2.84 85.0 4.0 8.0 3.0 2.0 639.0 393.0 276.0 267.0 96.0 379.0 98.0 281.0 361.0 584.0 8.0 24994.0 2115.0 6775.0 12537.0 5872.0 886.0 24988.0 18531.0 669.0 573.0 190.0 16995.0 544.0 361.0 0.0 438.0 432.0 82.0 4.0 9.0 3.0 2102.0 566.0 487.0 53.8
5 vs Brest 29.0 55.1 38.0 418.0 3420.0 52.0 34.0 7.0 9.0 76.0 7.0 1.37 0.89 2.26 1.18 2.08 56.0 49.0 1.47 1.29 38.0 38.0 3420.0 44.0 1.16 140.0 96.0 73.6 16.0 11.0 11.0 10.0 26.3 8.0 7.0 1.0 0.0 38.0 1.0 10.0 1.0 37.0 0.22 -6.0 -0.16 125.0 382.0 32.7 873.0 182.0 32.4 31.5 268.0 36.9 34.9 625.0 49.0 7.8 27.0 0.71 10.9 170.0 17.0 35.4 4.47 0.09 0.26 0.1 -4.0 -4.0 16383.0 20233.0 81.0 288921.0 104110.0 6993.0 8078.0 86.6 7252.0 8318.0 87.2 1592.0 2751.0 57.9 369.0 1457.0 367.0 85.0 1926.0 18335.0 1832.0 526.0 68.0 123.0 674.0 194.0 80.0 79.0 0.0 746.0 66.0 368.0 871.0 22.92 632.0 77.0 59.0 47.0 90.0 2.37 59.0 9.0 9.0 9.0 1.0 623.0 370.0 307.0 234.0 82.0 396.0 95.0 301.0 368.0 655.0 11.0 24402.0 2105.0 6683.0 12407.0 5542.0 849.0 24393.0 17752.0 686.0 553.0 157.0 16224.0 619.0 349.0 3.0 482.0 482.0 66.0 7.0 8.0 1.0 2126.0 569.0 633.0 47.3
6 vs Clermont Foot 28.0 51.7 38.0 418.0 3420.0 49.0 33.0 8.0 12.0 76.0 9.0 1.29 0.87 2.16 1.08 1.95 58.2 48.7 1.53 1.28 38.0 38.0 3420.0 45.0 1.18 147.0 102.0 74.1 13.0 8.0 17.0 10.0 26.3 10.0 7.0 1.0 2.0 38.0 0.0 5.0 1.0 49.8 0.3 5.8 0.15 121.0 326.0 37.1 903.0 189.0 25.7 30.0 215.0 43.7 38.9 443.0 25.0 5.6 27.0 0.71 13.4 152.0 19.0 32.0 4.0 0.09 0.27 0.1 -9.2 -7.7 15740.0 19391.0 81.2 281991.0 98164.0 6701.0 7700.0 87.0 6815.0 7858.0 86.7 1665.0 2763.0 60.3 335.0 1463.0 293.0 71.0 1688.0 17685.0 1652.0 445.0 56.0 143.0 615.0 152.0 61.0 59.0 0.0 737.0 54.0 350.0 833.0 21.92 583.0 66.0 50.0 52.0 81.0 2.13 49.0 4.0 10.0 8.0 2.0 647.0 366.0 237.0 295.0 115.0 432.0 97.0 335.0 432.0 548.0 12.0 23471.0 2072.0 6482.0 11495.0 5745.0 752.0 23459.0 17297.0 646.0 558.0 155.0 15612.0 591.0 334.0 4.0 617.0 399.0 54.0 8.0 10.0 1.0 2239.0 427.0 410.0 51.0
7 vs Lens 29.0 44.4 38.0 418.0 3420.0 28.0 19.0 3.0 3.0 79.0 3.0 0.74 0.5 1.24 0.66 1.16 43.3 40.9 1.14 1.08 38.0 38.0 3420.0 68.0 1.79 186.0 117.0 66.7 4.0 9.0 25.0 5.0 13.2 9.0 6.0 3.0 0.0 38.0 0.0 3.0 2.0 61.6 0.29 -4.4 -0.12 168.0 510.0 32.9 893.0 155.0 38.7 34.5 297.0 55.2 41.8 637.0 33.0 5.2 35.0 0.92 12.1 126.0 7.0 32.4 3.32 0.06 0.2 0.11 -15.3 -15.9 13591.0 16976.0 80.1 239440.0 85728.0 5867.0 6730.0 87.2 5925.0 6815.0 86.9 1320.0 2516.0 52.5 305.0 989.0 233.0 43.0 1268.0 15126.0 1796.0 535.0 40.0 66.0 523.0 161.0 67.0 69.0 1.0 668.0 54.0 325.0 690.0 18.16 500.0 65.0 44.0 22.0 44.0 1.16 28.0 5.0 4.0 3.0 1.0 557.0 315.0 255.0 220.0 82.0 376.0 106.0 270.0 409.0 746.0 15.0 20842.0 2503.0 7072.0 9772.0 4243.0 655.0 20839.0 14979.0 544.0 488.0 137.0 13455.0 559.0 278.0 3.0 517.0 469.0 54.0 3.0 9.0 2.0 1859.0 369.0 406.0 47.6
8 vs Lille 26.0 39.5 38.0 418.0 3420.0 41.0 26.0 4.0 5.0 75.0 6.0 1.08 0.68 1.76 0.97 1.66 40.5 36.6 1.07 0.96 38.0 38.0 3420.0 65.0 1.71 212.0 147.0 74.5 9.0 10.0 19.0 7.0 18.4 12.0 11.0 0.0 1.0 38.0 0.0 7.0 0.0 64.9 0.27 -0.1 0.0 230.0 620.0 37.1 1120.0 169.0 42.0 36.6 265.0 56.6 44.2 521.0 19.0 3.6 31.0 0.82 12.9 117.0 8.0 36.1 3.08 0.11 0.32 0.12 0.5 0.4 11379.0 14925.0 76.2 213337.0 81858.0 4639.0 5526.0 83.9 4879.0 5774.0 84.5 1472.0 2750.0 53.5 231.0 792.0 188.0 48.0 1060.0 13088.0 1755.0 543.0 46.0 119.0 497.0 136.0 57.0 56.0 1.0 686.0 82.0 354.0 551.0 14.5 371.0 56.0 34.0 36.0 70.0 1.84 48.0 0.0 7.0 7.0 2.0 728.0 414.0 368.0 279.0 81.0 499.0 144.0 355.0 404.0 682.0 14.0 19095.0 2690.0 7566.0 8149.0 3677.0 581.0 19090.0 12888.0 513.0 399.0 133.0 11275.0 571.0 321.0 3.0 506.0 471.0 82.0 5.0 12.0 0.0 1991.0 463.0 440.0 51.3
9 vs Lorient 30.0 53.4 38.0 418.0 3420.0 52.0 36.0 2.0 2.0 80.0 4.0 1.37 0.95 2.32 1.32 2.26 58.2 56.6 1.53 1.49 38.0 38.0 3420.0 52.0 1.37 155.0 104.0 69.0 13.0 10.0 15.0 9.0 23.7 6.0 4.0 2.0 0.0 38.0 3.0 8.0 3.0 43.7 0.25 -5.3 -0.14 147.0 341.0 43.1 758.0 155.0 31.8 32.6 200.0 50.0 39.9 346.0 17.0 4.9 39.0 1.03 15.2 180.0 17.0 32.0 4.74 0.09 0.28 0.1 -6.2 -6.6 17282.0 20818.0 83.0 307503.0 103678.0 7326.0 8278.0 88.5 7631.0 8640.0 88.3 1755.0 2811.0 62.4 418.0 1665.0 417.0 127.0 2065.0 19150.0 1626.0 425.0 41.0 120.0 910.0 211.0 95.0 87.0 0.0 678.0 42.0 401.0 984.0 25.89 717.0 86.0 56.0 49.0 83.0 2.18 60.0 3.0 5.0 4.0 3.0 720.0 433.0 329.0 272.0 119.0 425.0 115.0 310.0 395.0 518.0 12.0 24862.0 1899.0 5971.0 12111.0 7059.0 993.0 24860.0 18751.0 759.0 739.0 169.0 17143.0 538.0 421.0 3.0 527.0 379.0 42.0 2.0 6.0 3.0 2189.0 479.0 407.0 54.1
10 vs Lyon 29.0 41.9 38.0 418.0 3420.0 44.0 24.0 11.0 11.0 66.0 4.0 1.16 0.63 1.79 0.87 1.5 51.7 43.1 1.36 1.13 38.0 38.0 3420.0 65.0 1.71 206.0 142.0 71.4 12.0 8.0 18.0 7.0 18.4 8.0 6.0 1.0 1.0 38.0 2.0 7.0 2.0 62.7 0.28 -0.3 -0.01 188.0 487.0 38.6 979.0 167.0 37.4 34.7 223.0 54.3 40.5 522.0 32.0 6.1 36.0 0.95 13.1 144.0 18.0 34.5 3.79 0.08 0.23 0.11 -7.7 -10.1 12929.0 16553.0 78.1 227858.0 88246.0 5805.0 6841.0 84.9 5207.0 6194.0 84.1 1407.0 2509.0 56.1 316.0 979.0 258.0 62.0 1277.0 14765.0 1715.0 527.0 40.0 105.0 541.0 163.0 76.0 55.0 1.0 665.0 73.0 358.0 731.0 19.24 534.0 65.0 38.0 39.0 73.0 1.92 44.0 6.0 6.0 11.0 1.0 772.0 438.0 409.0 276.0 87.0 500.0 146.0 354.0 482.0 738.0 15.0 21204.0 2523.0 7208.0 9590.0 4712.0 728.0 21193.0 14537.0 677.0 541.0 168.0 12787.0 643.0 356.0 1.0 477.0 470.0 73.0 7.0 8.0 2.0 2207.0 438.0 452.0 49.2
11 vs Marseille 30.0 43.3 38.0 418.0 3420.0 37.0 22.0 5.0 5.0 64.0 0.0 0.97 0.58 1.55 0.84 1.42 42.5 38.5 1.12 1.01 38.0 38.0 3420.0 67.0 1.76 180.0 118.0 66.1 9.0 7.0 22.0 5.0 13.2 7.0 6.0 1.0 0.0 38.0 2.0 11.0 6.0 55.5 0.28 -5.5 -0.15 243.0 717.0 33.9 1054.0 150.0 50.0 39.2 279.0 68.1 48.0 591.0 33.0 5.6 25.0 0.66 10.7 137.0 10.0 32.5 3.61 0.08 0.23 0.09 -5.5 -6.5 12111.0 15822.0 76.5 215956.0 86731.0 5348.0 6281.0 85.1 4904.0 5954.0 82.4 1384.0 2689.0 51.5 316.0 913.0 213.0 59.0 1146.0 13925.0 1867.0 583.0 26.0 82.0 541.0 155.0 54.0 72.0 0.0 716.0 30.0 281.0 727.0 19.13 538.0 60.0 43.0 29.0 62.0 1.63 45.0 3.0 6.0 6.0 0.0 680.0 389.0 352.0 258.0 70.0 460.0 150.0 310.0 454.0 734.0 12.0 20200.0 2587.0 7075.0 9057.0 4313.0 639.0 20195.0 13609.0 577.0 550.0 156.0 11988.0 629.0 384.0 0.0 442.0 510.0 30.0 5.0 7.0 6.0 2107.0 484.0 491.0 49.6
12 vs Monaco 27.0 51.8 38.0 418.0 3420.0 55.0 40.0 5.0 5.0 58.0 2.0 1.45 1.05 2.5 1.32 2.37 53.2 49.7 1.4 1.31 38.0 38.0 3420.0 70.0 1.84 207.0 135.0 68.6 11.0 8.0 19.0 6.0 15.8 8.0 5.0 3.0 0.0 38.0 1.0 10.0 1.0 69.2 0.3 0.2 0.01 153.0 460.0 33.3 1143.0 206.0 31.2 31.7 233.0 44.2 37.5 514.0 38.0 7.4 26.0 0.68 11.9 190.0 11.0 37.5 5.0 0.1 0.26 0.1 1.8 0.3 16087.0 19832.0 81.1 281112.0 102172.0 7090.0 8107.0 87.5 6926.0 7977.0 86.8 1535.0 2708.0 56.7 395.0 1111.0 285.0 63.0 1518.0 18094.0 1688.0 557.0 57.0 106.0 570.0 163.0 59.0 62.0 0.0 605.0 50.0 375.0 886.0 23.32 643.0 74.0 61.0 35.0 100.0 2.63 67.0 6.0 10.0 9.0 2.0 628.0 353.0 302.0 250.0 76.0 415.0 100.0 315.0 434.0 707.0 13.0 24161.0 2646.0 8508.0 11138.0 4798.0 773.0 24156.0 17694.0 647.0 567.0 158.0 15960.0 569.0 373.0 0.0 429.0 471.0 50.0 5.0 8.0 1.0 2236.0 457.0 515.0 47.0
13 vs Montpellier 31.0 54.2 38.0 418.0 3420.0 60.0 42.0 6.0 11.0 82.0 10.0 1.58 1.11 2.68 1.42 2.53 62.2 53.5 1.64 1.41 38.0 38.0 3420.0 65.0 1.71 172.0 108.0 66.3 18.0 5.0 15.0 5.0 13.2 7.0 7.0 0.0 0.0 38.0 2.0 7.0 1.0 56.0 0.29 -8.0 -0.21 158.0 371.0 42.6 839.0 175.0 28.4 31.0 245.0 54.3 42.9 507.0 29.0 5.7 48.0 1.26 13.0 192.0 19.0 37.5 5.05 0.11 0.28 0.11 -2.2 0.5 15637.0 19336.0 80.9 277919.0 101551.0 6811.0 7878.0 86.5 6556.0 7608.0 86.2 1698.0 2802.0 60.6 371.0 1403.0 329.0 76.0 1799.0 17466.0 1829.0 525.0 61.0 127.0 722.0 184.0 89.0 75.0 0.0 756.0 41.0 369.0 907.0 23.87 637.0 80.0 66.0 51.0 103.0 2.71 74.0 5.0 10.0 5.0 0.0 683.0 400.0 330.0 260.0 93.0 368.0 104.0 264.0 411.0 684.0 13.0 23622.0 2096.0 6465.0 11393.0 6025.0 896.0 23611.0 16922.0 794.0 748.0 196.0 15476.0 572.0 323.0 4.0 551.0 470.0 41.0 7.0 7.0 1.0 2086.0 553.0 480.0 53.5
14 vs Nantes 29.0 54.1 38.0 418.0 3420.0 51.0 29.0 9.0 9.0 61.0 5.0 1.34 0.76 2.11 1.11 1.87 52.4 45.5 1.38 1.2 38.0 38.0 3420.0 37.0 0.97 155.0 119.0 78.1 16.0 15.0 7.0 15.0 39.5 5.0 3.0 1.0 1.0 38.0 0.0 5.0 2.0 41.2 0.25 6.2 0.16 196.0 496.0 39.5 1006.0 190.0 36.3 33.9 238.0 55.0 42.5 652.0 53.0 8.1 31.0 0.82 10.9 176.0 19.0 39.3 4.63 0.09 0.24 0.1 -1.4 -3.5 16588.0 20454.0 81.1 287994.0 108656.0 7440.0 8476.0 87.8 6976.0 8088.0 86.3 1533.0 2744.0 55.9 333.0 1400.0 329.0 60.0 1771.0 18566.0 1836.0 504.0 57.0 100.0 636.0 191.0 87.0 70.0 1.0 795.0 52.0 368.0 786.0 20.68 582.0 55.0 56.0 35.0 86.0 2.26 55.0 5.0 10.0 7.0 1.0 683.0 415.0 367.0 245.0 71.0 372.0 109.0 263.0 336.0 738.0 13.0 24671.0 2322.0 7243.0 11988.0 5684.0 822.0 24662.0 18004.0 750.0 628.0 179.0 16438.0 638.0 342.0 1.0 435.0 454.0 52.0 6.0 5.0 2.0 2061.0 598.0 592.0 50.3
15 vs Nice 34.0 48.5 38.0 418.0 3420.0 37.0 25.0 3.0 5.0 44.0 4.0 0.97 0.66 1.63 0.89 1.55 44.6 40.6 1.17 1.07 38.0 38.0 3419.0 48.0 1.26 192.0 146.0 78.1 10.0 13.0 15.0 11.0 28.9 7.0 6.0 1.0 0.0 38.0 0.0 6.0 1.0 55.7 0.27 8.7 0.23 132.0 346.0 38.2 979.0 215.0 23.9 30.3 251.0 44.6 38.2 534.0 29.0 5.4 31.0 0.82 13.9 143.0 13.0 32.4 3.76 0.08 0.24 0.09 -7.6 -6.6 16263.0 19624.0 82.9 291870.0 99767.0 6919.0 7842.0 88.2 7060.0 7965.0 88.6 1739.0 2781.0 62.5 342.0 1279.0 302.0 80.0 1606.0 17984.0 1586.0 412.0 56.0 150.0 611.0 154.0 61.0 68.0 0.0 665.0 54.0 351.0 791.0 20.82 596.0 68.0 31.0 34.0 66.0 1.74 42.0 6.0 4.0 6.0 3.0 714.0 417.0 327.0 263.0 124.0 436.0 118.0 318.0 370.0 627.0 13.0 23884.0 2349.0 7298.0 11184.0 5667.0 769.0 23879.0 17773.0 704.0 662.0 168.0 16124.0 565.0 436.0 2.0 411.0 369.0 54.0 5.0 6.0 1.0 2087.0 365.0 392.0 48.2
16 vs Paris S-G 26.0 39.3 38.0 418.0 3420.0 39.0 27.0 2.0 5.0 50.0 4.0 1.03 0.71 1.74 0.97 1.68 48.3 44.3 1.27 1.17 38.0 38.0 3420.0 89.0 2.34 249.0 161.0 66.3 7.0 4.0 27.0 4.0 10.5 7.0 5.0 2.0 0.0 38.0 2.0 6.0 3.0 85.1 0.32 -0.9 -0.02 133.0 345.0 38.6 837.0 160.0 31.7 32.7 220.0 36.4 34.5 317.0 19.0 6.0 20.0 0.53 11.4 157.0 13.0 35.5 4.13 0.08 0.24 0.1 -9.3 -7.3 14354.0 17091.0 84.0 244568.0 86215.0 6671.0 7410.0 90.0 5773.0 6493.0 88.9 1352.0 2215.0 61.0 335.0 1087.0 261.0 63.0 1316.0 15677.0 1358.0 435.0 54.0 115.0 520.0 145.0 63.0 56.0 1.0 397.0 56.0 287.0 753.0 19.82 558.0 44.0 50.0 29.0 68.0 1.79 50.0 1.0 9.0 2.0 2.0 815.0 486.0 420.0 280.0 115.0 486.0 134.0 352.0 437.0 536.0 8.0 21212.0 2510.0 7167.0 9496.0 4806.0 656.0 21207.0 15933.0 698.0 627.0 153.0 14253.0 458.0 273.0 0.0 442.0 358.0 56.0 3.0 7.0 3.0 1944.0 201.0 245.0 45.1
17 vs Reims 34.0 51.3 38.0 418.0 3420.0 43.0 28.0 3.0 3.0 66.0 6.0 1.13 0.74 1.87 1.05 1.79 52.7 50.3 1.39 1.32 38.0 38.0 3420.0 45.0 1.18 173.0 127.0 78.0 11.0 15.0 12.0 12.0 31.6 8.0 7.0 1.0 0.0 38.0 0.0 5.0 0.0 54.0 0.28 9.0 0.24 230.0 617.0 37.3 1090.0 168.0 38.9 34.6 311.0 62.1 44.5 528.0 39.0 7.4 58.0 1.53 14.1 163.0 21.0 33.6 4.29 0.08 0.25 0.11 -9.7 -10.3 14671.0 18644.0 78.7 263748.0 100475.0 6424.0 7416.0 86.6 6003.0 7130.0 84.2 1687.0 3001.0 56.2 356.0 1244.0 344.0 91.0 1588.0 16670.0 1910.0 562.0 46.0 139.0 690.0 174.0 57.0 73.0 3.0 744.0 64.0 382.0 832.0 21.89 600.0 66.0 65.0 40.0 74.0 1.95 50.0 5.0 6.0 6.0 1.0 749.0 440.0 358.0 290.0 101.0 430.0 124.0 306.0 482.0 683.0 12.0 23088.0 2541.0 7333.0 10499.0 5530.0 858.0 23085.0 16329.0 663.0 576.0 174.0 14531.0 611.0 364.0 1.0 438.0 481.0 64.0 2.0 8.0 0.0 2250.0 465.0 472.0 49.6
18 vs Rennes 32.0 44.6 38.0 418.0 3420.0 38.0 27.0 3.0 5.0 55.0 5.0 1.0 0.71 1.71 0.92 1.63 44.1 40.2 1.16 1.06 38.0 38.0 3420.0 69.0 1.82 192.0 126.0 65.6 12.0 5.0 21.0 5.0 13.2 3.0 3.0 0.0 0.0 38.0 1.0 6.0 3.0 59.4 0.3 -6.6 -0.17 161.0 510.0 31.6 928.0 130.0 38.6 34.6 254.0 59.8 44.2 431.0 21.0 4.9 21.0 0.55 12.4 121.0 9.0 32.7 3.18 0.09 0.29 0.11 -6.1 -5.2 13332.0 17037.0 78.3 237044.0 82521.0 5855.0 6813.0 85.9 5535.0 6497.0 85.2 1442.0 2724.0 52.9 286.0 1007.0 240.0 67.0 1323.0 15206.0 1741.0 500.0 48.0 135.0 581.0 155.0 55.0 46.0 2.0 717.0 90.0 335.0 652.0 17.16 493.0 60.0 35.0 29.0 59.0 1.55 37.0 6.0 11.0 2.0 0.0 645.0 376.0 357.0 239.0 49.0 454.0 140.0 314.0 406.0 587.0 11.0 21024.0 2334.0 7069.0 9843.0 4376.0 611.0 21019.0 14720.0 564.0 453.0 128.0 13202.0 580.0 311.0 0.0 396.0 439.0 90.0 4.0 3.0 3.0 2022.0 520.0 538.0 49.1
19 vs Strasbourg 29.0 54.1 38.0 418.0 3420.0 59.0 34.0 10.0 11.0 68.0 7.0 1.55 0.89 2.45 1.29 2.18 55.4 47.2 1.46 1.24 38.0 38.0 3418.0 51.0 1.34 157.0 107.0 70.7 16.0 13.0 9.0 6.0 15.8 7.0 5.0 2.0 0.0 38.0 1.0 8.0 3.0 51.1 0.29 3.1 0.08 176.0 493.0 35.7 1083.0 174.0 33.1 33.4 246.0 54.5 42.3 525.0 48.0 9.1 39.0 1.03 13.8 164.0 18.0 39.6 4.32 0.12 0.3 0.12 3.6 1.8 16499.0 20557.0 80.3 297866.0 101764.0 6936.0 8068.0 86.0 7068.0 8198.0 86.2 1867.0 3126.0 59.7 297.0 1218.0 258.0 68.0 1478.0 18599.0 1873.0 537.0 52.0 170.0 632.0 174.0 67.0 75.0 1.0 797.0 85.0 358.0 737.0 19.39 527.0 67.0 46.0 48.0 104.0 2.74 71.0 7.0 10.0 12.0 1.0 590.0 341.0 259.0 254.0 77.0 391.0 104.0 287.0 344.0 702.0 11.0 24641.0 2364.0 7392.0 12390.0 5079.0 730.0 24630.0 17910.0 691.0 578.0 159.0 16370.0 557.0 346.0 4.0 500.0 503.0 85.0 9.0 7.0 3.0 2123.0 573.0 677.0 45.8
20 vs Toulouse 29.0 48.7 38.0 418.0 3420.0 54.0 31.0 4.0 7.0 64.0 2.0 1.42 0.82 2.24 1.32 2.13 57.0 51.4 1.5 1.35 38.0 38.0 3420.0 51.0 1.34 175.0 125.0 73.1 16.0 9.0 13.0 11.0 28.9 4.0 4.0 0.0 0.0 38.0 1.0 7.0 1.0 48.8 0.27 -1.2 -0.03 155.0 480.0 32.3 929.0 163.0 35.1 34.0 272.0 56.6 42.9 534.0 44.0 8.2 24.0 0.63 11.3 172.0 22.0 32.2 4.53 0.09 0.29 0.1 -3.0 -1.4 14701.0 18410.0 79.9 260807.0 95421.0 6323.0 7311.0 86.5 6381.0 7396.0 86.3 1481.0 2706.0 54.7 387.0 1302.0 333.0 74.0 1597.0 16526.0 1842.0 516.0 48.0 92.0 647.0 191.0 100.0 67.0 0.0 750.0 42.0 369.0 920.0 24.21 661.0 61.0 56.0 45.0 87.0 2.29 54.0 5.0 12.0 8.0 1.0 605.0 342.0 291.0 230.0 84.0 490.0 106.0 384.0 399.0 600.0 16.0 22692.0 2282.0 6763.0 10600.0 5636.0 854.0 22685.0 16056.0 743.0 602.0 185.0 14579.0 603.0 348.0 0.0 437.0 441.0 42.0 6.0 4.0 1.0 2113.0 460.0 483.0 48.8
21 vs Troyes 32.0 57.4 38.0 418.0 3420.0 79.0 51.0 7.0 8.0 47.0 5.0 2.08 1.34 3.42 1.89 3.24 78.0 71.7 2.05 1.89 38.0 38.0 3420.0 45.0 1.18 135.0 92.0 70.4 22.0 12.0 4.0 11.0 28.9 5.0 5.0 0.0 0.0 38.0 1.0 3.0 2.0 36.5 0.24 -6.5 -0.17 139.0 340.0 40.9 916.0 141.0 28.4 30.6 195.0 41.0 36.4 423.0 30.0 7.1 47.0 1.24 15.7 220.0 20.0 35.6 5.79 0.12 0.33 0.12 1.0 0.3 18477.0 22021.0 83.9 329374.0 109110.0 7717.0 8709.0 88.6 8320.0 9343.0 89.1 1823.0 2862.0 63.7 461.0 1575.0 457.0 111.0 2004.0 20355.0 1601.0 428.0 49.0 135.0 816.0 239.0 98.0 92.0 0.0 630.0 65.0 312.0 1128.0 29.68 855.0 83.0 77.0 41.0 131.0 3.45 85.0 7.0 21.0 8.0 2.0 688.0 388.0 260.0 290.0 138.0 399.0 97.0 302.0 383.0 498.0 8.0 26047.0 1829.0 6230.0 12999.0 7067.0 1140.0 26039.0 19892.0 791.0 793.0 206.0 18327.0 523.0 336.0 2.0 431.0 381.0 65.0 8.0 5.0 2.0 2160.0 495.0 476.0 51.0