Giuseppe Musicco
1492328958
- 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
19 KiB
19 KiB
| 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 | Amiens | 26.0 | 46.5 | 38.0 | 418.0 | 3420.0 | 30.0 | 22.0 | 2.0 | 3.0 | 59.0 | 6.0 | 0.79 | 0.58 | 1.37 | 0.74 | 1.32 | 35.4 | 33.0 | 0.93 | 0.87 | 38.0 | 38.0 | 3420.0 | 52.0 | 1.37 | 166.0 | 114.0 | 72.3 | 9.0 | 11.0 | 18.0 | 11.0 | 28.9 | 9.0 | 6.0 | 2.0 | 1.0 | 38.0 | 3.0 | 7.0 | 2.0 | 47.9 | 0.25 | -2.1 | -0.06 | 296.0 | 775.0 | 38.2 | 826.0 | 82.0 | 59.2 | 42.7 | 329.0 | 86.9 | 56.7 | 571.0 | 14.0 | 2.5 | 18.0 | 0.47 | 13.7 | 112.0 | 19.0 | 29.1 | 2.95 | 0.07 | 0.25 | 0.09 | -5.4 | -5.0 | 11932.0 | 16189.0 | 73.7 | 216240.0 | 89501.0 | 5395.0 | 6368.0 | 84.7 | 4838.0 | 6050.0 | 80.0 | 1371.0 | 2841.0 | 48.3 | 283.0 | 973.0 | 197.0 | 53.0 | 1274.0 | 14079.0 | 2045.0 | 576.0 | 30.0 | 88.0 | 586.0 | 137.0 | 51.0 | 66.0 | 1.0 | 916.0 | 65.0 | 324.0 | 665.0 | 17.5 | 465.0 | 66.0 | 36.0 | 53.0 | 54.0 | 1.42 | 39.0 | 4.0 | 2.0 | 3.0 | 2.0 | 629.0 | 384.0 | 313.0 | 244.0 | 72.0 | 389.0 | 141.0 | 248.0 | 396.0 | 876.0 | 16.0 | 20420.0 | 2115.0 | 6267.0 | 10079.0 | 4295.0 | 507.0 | 20417.0 | 10378.0 | 518.0 | 388.0 | 85.0 | 11837.0 | 645.0 | 402.0 | 3.0 | 521.0 | 519.0 | 65.0 | 1.0 | 9.0 | 2.0 | 1918.0 | 722.0 | 705.0 | 50.6 |
| 3 | Angers | 24.0 | 43.3 | 38.0 | 418.0 | 3420.0 | 42.0 | 27.0 | 5.0 | 10.0 | 49.0 | 4.0 | 1.11 | 0.71 | 1.82 | 0.97 | 1.68 | 50.7 | 42.8 | 1.33 | 1.13 | 38.0 | 38.0 | 3419.0 | 49.0 | 1.29 | 165.0 | 116.0 | 72.1 | 10.0 | 16.0 | 12.0 | 13.0 | 34.2 | 5.0 | 3.0 | 2.0 | 0.0 | 38.0 | 0.0 | 3.0 | 2.0 | 48.3 | 0.27 | 1.3 | 0.03 | 250.0 | 608.0 | 41.1 | 743.0 | 191.0 | 49.7 | 38.4 | 307.0 | 77.9 | 51.2 | 565.0 | 21.0 | 3.7 | 35.0 | 0.92 | 14.2 | 144.0 | 19.0 | 32.6 | 3.79 | 0.08 | 0.26 | 0.1 | -8.7 | -5.8 | 12957.0 | 16772.0 | 77.3 | 225763.0 | 92189.0 | 6004.0 | 6910.0 | 86.9 | 4953.0 | 6020.0 | 82.3 | 1458.0 | 2709.0 | 53.8 | 328.0 | 885.0 | 231.0 | 51.0 | 1320.0 | 14829.0 | 1892.0 | 510.0 | 37.0 | 93.0 | 628.0 | 166.0 | 84.0 | 72.0 | 1.0 | 823.0 | 51.0 | 325.0 | 781.0 | 20.55 | 531.0 | 77.0 | 44.0 | 59.0 | 68.0 | 1.79 | 46.0 | 6.0 | 7.0 | 5.0 | 0.0 | 673.0 | 399.0 | 351.0 | 254.0 | 68.0 | 396.0 | 109.0 | 287.0 | 420.0 | 889.0 | 8.0 | 21132.0 | 1925.0 | 6496.0 | 10339.0 | 4543.0 | 649.0 | 21122.0 | 10395.0 | 700.0 | 537.0 | 134.0 | 12834.0 | 611.0 | 446.0 | 0.0 | 449.0 | 445.0 | 51.0 | 10.0 | 5.0 | 2.0 | 1946.0 | 616.0 | 565.0 | 52.2 |
| 4 | Bordeaux | 33.0 | 50.1 | 38.0 | 418.0 | 3420.0 | 34.0 | 26.0 | 5.0 | 6.0 | 74.0 | 5.0 | 0.89 | 0.68 | 1.58 | 0.76 | 1.45 | 39.7 | 35.0 | 1.05 | 0.92 | 38.0 | 38.0 | 3420.0 | 42.0 | 1.11 | 153.0 | 110.0 | 76.5 | 10.0 | 11.0 | 17.0 | 10.0 | 26.3 | 7.0 | 6.0 | 1.0 | 0.0 | 38.0 | 1.0 | 11.0 | 0.0 | 46.7 | 0.27 | 4.7 | 0.12 | 262.0 | 601.0 | 43.6 | 855.0 | 126.0 | 43.7 | 37.6 | 338.0 | 67.2 | 48.9 | 598.0 | 13.0 | 2.2 | 22.0 | 0.58 | 13.6 | 131.0 | 22.0 | 31.1 | 3.45 | 0.07 | 0.22 | 0.09 | -5.7 | -6.0 | 14526.0 | 18571.0 | 78.2 | 254178.0 | 98055.0 | 6864.0 | 7865.0 | 87.3 | 5564.0 | 6644.0 | 83.7 | 1602.0 | 2899.0 | 55.3 | 330.0 | 1004.0 | 207.0 | 66.0 | 1374.0 | 16552.0 | 1959.0 | 539.0 | 47.0 | 154.0 | 658.0 | 168.0 | 99.0 | 52.0 | 2.0 | 834.0 | 60.0 | 382.0 | 750.0 | 19.74 | 564.0 | 57.0 | 29.0 | 42.0 | 59.0 | 1.55 | 44.0 | 3.0 | 4.0 | 2.0 | 1.0 | 720.0 | 447.0 | 359.0 | 303.0 | 58.0 | 394.0 | 114.0 | 280.0 | 391.0 | 966.0 | 20.0 | 22991.0 | 2210.0 | 7383.0 | 11299.0 | 4566.0 | 556.0 | 22985.0 | 12741.0 | 742.0 | 532.0 | 140.0 | 14411.0 | 606.0 | 427.0 | 0.0 | 545.0 | 497.0 | 60.0 | 3.0 | 7.0 | 0.0 | 2158.0 | 660.0 | 721.0 | 47.8 |
| 5 | Caen | 26.0 | 44.0 | 38.0 | 418.0 | 3420.0 | 29.0 | 17.0 | 4.0 | 4.0 | 79.0 | 6.0 | 0.76 | 0.45 | 1.21 | 0.66 | 1.11 | 31.0 | 27.9 | 0.82 | 0.73 | 38.0 | 38.0 | 3420.0 | 54.0 | 1.42 | 193.0 | 139.0 | 75.1 | 7.0 | 12.0 | 19.0 | 9.0 | 23.7 | 8.0 | 6.0 | 2.0 | 0.0 | 38.0 | 4.0 | 5.0 | 2.0 | 65.9 | 0.31 | 13.9 | 0.37 | 356.0 | 772.0 | 46.1 | 913.0 | 178.0 | 56.7 | 41.3 | 316.0 | 80.4 | 54.6 | 606.0 | 37.0 | 6.1 | 16.0 | 0.42 | 11.7 | 90.0 | 17.0 | 27.2 | 2.37 | 0.08 | 0.28 | 0.09 | -2.0 | -2.9 | 11472.0 | 15516.0 | 73.9 | 222111.0 | 90244.0 | 4946.0 | 5804.0 | 85.2 | 4352.0 | 5419.0 | 80.3 | 1838.0 | 3436.0 | 53.5 | 218.0 | 745.0 | 146.0 | 64.0 | 1019.0 | 13480.0 | 1986.0 | 555.0 | 19.0 | 209.0 | 647.0 | 126.0 | 47.0 | 65.0 | 1.0 | 895.0 | 50.0 | 311.0 | 580.0 | 15.26 | 397.0 | 62.0 | 31.0 | 51.0 | 53.0 | 1.39 | 34.0 | 4.0 | 4.0 | 8.0 | 0.0 | 709.0 | 435.0 | 373.0 | 271.0 | 65.0 | 403.0 | 141.0 | 262.0 | 489.0 | 952.0 | 18.0 | 20025.0 | 2201.0 | 6881.0 | 9794.0 | 3563.0 | 450.0 | 20021.0 | 9667.0 | 500.0 | 405.0 | 66.0 | 11381.0 | 656.0 | 412.0 | 4.0 | 559.0 | 500.0 | 50.0 | 3.0 | 8.0 | 2.0 | 1911.0 | 756.0 | 822.0 | 47.9 |
| 6 | Dijon | 26.0 | 47.9 | 38.0 | 418.0 | 3420.0 | 29.0 | 21.0 | 3.0 | 4.0 | 75.0 | 7.0 | 0.76 | 0.55 | 1.32 | 0.68 | 1.24 | 39.8 | 36.6 | 1.05 | 0.96 | 38.0 | 38.0 | 3420.0 | 60.0 | 1.58 | 171.0 | 112.0 | 66.7 | 9.0 | 7.0 | 22.0 | 6.0 | 15.8 | 3.0 | 3.0 | 0.0 | 0.0 | 38.0 | 2.0 | 7.0 | 1.0 | 50.9 | 0.28 | -8.1 | -0.21 | 298.0 | 671.0 | 44.4 | 988.0 | 194.0 | 42.3 | 36.2 | 338.0 | 74.9 | 52.3 | 556.0 | 34.0 | 6.1 | 63.0 | 1.66 | 16.3 | 138.0 | 25.0 | 30.6 | 3.63 | 0.06 | 0.19 | 0.08 | -10.8 | -10.6 | 13027.0 | 17019.0 | 76.5 | 247662.0 | 95270.0 | 5326.0 | 6175.0 | 86.3 | 5597.0 | 6662.0 | 84.0 | 1745.0 | 3214.0 | 54.3 | 330.0 | 1023.0 | 250.0 | 75.0 | 1334.0 | 15043.0 | 1917.0 | 487.0 | 33.0 | 171.0 | 606.0 | 167.0 | 70.0 | 63.0 | 2.0 | 828.0 | 59.0 | 327.0 | 805.0 | 21.18 | 551.0 | 85.0 | 48.0 | 48.0 | 50.0 | 1.32 | 31.0 | 3.0 | 6.0 | 1.0 | 1.0 | 674.0 | 408.0 | 339.0 | 254.0 | 81.0 | 417.0 | 119.0 | 298.0 | 482.0 | 826.0 | 14.0 | 21354.0 | 2162.0 | 6625.0 | 10126.0 | 4857.0 | 598.0 | 21350.0 | 11125.0 | 677.0 | 515.0 | 115.0 | 12929.0 | 603.0 | 383.0 | 4.0 | 573.0 | 443.0 | 59.0 | 1.0 | 3.0 | 1.0 | 1963.0 | 694.0 | 800.0 | 46.5 |
| 7 | Guingamp | 30.0 | 44.1 | 38.0 | 418.0 | 3420.0 | 28.0 | 21.0 | 5.0 | 6.0 | 58.0 | 5.0 | 0.74 | 0.55 | 1.29 | 0.61 | 1.16 | 40.4 | 35.7 | 1.06 | 0.94 | 38.0 | 38.0 | 3420.0 | 68.0 | 1.79 | 171.0 | 101.0 | 62.0 | 5.0 | 12.0 | 21.0 | 10.0 | 26.3 | 6.0 | 3.0 | 2.0 | 1.0 | 38.0 | 2.0 | 4.0 | 0.0 | 56.0 | 0.31 | -12.0 | -0.32 | 305.0 | 724.0 | 42.1 | 729.0 | 123.0 | 61.6 | 44.3 | 304.0 | 90.5 | 59.8 | 483.0 | 26.0 | 5.4 | 11.0 | 0.29 | 10.3 | 108.0 | 17.0 | 26.3 | 2.84 | 0.06 | 0.21 | 0.09 | -12.4 | -12.7 | 11355.0 | 15728.0 | 72.2 | 213602.0 | 89565.0 | 4897.0 | 5937.0 | 82.5 | 4594.0 | 5865.0 | 78.3 | 1525.0 | 2969.0 | 51.4 | 306.0 | 972.0 | 216.0 | 88.0 | 1398.0 | 13649.0 | 2025.0 | 505.0 | 15.0 | 140.0 | 809.0 | 194.0 | 111.0 | 57.0 | 4.0 | 916.0 | 54.0 | 348.0 | 718.0 | 18.89 | 495.0 | 83.0 | 37.0 | 54.0 | 50.0 | 1.32 | 31.0 | 8.0 | 4.0 | 6.0 | 0.0 | 684.0 | 431.0 | 320.0 | 299.0 | 65.0 | 416.0 | 112.0 | 304.0 | 421.0 | 768.0 | 17.0 | 19990.0 | 1856.0 | 5712.0 | 9693.0 | 4825.0 | 680.0 | 19984.0 | 9165.0 | 645.0 | 489.0 | 139.0 | 11242.0 | 605.0 | 475.0 | 0.0 | 486.0 | 464.0 | 54.0 | 4.0 | 6.0 | 0.0 | 1990.0 | 778.0 | 843.0 | 48.0 |
| 8 | Lille | 25.0 | 51.4 | 38.0 | 418.0 | 3420.0 | 66.0 | 49.0 | 11.0 | 13.0 | 70.0 | 4.0 | 1.74 | 1.29 | 3.03 | 1.45 | 2.74 | 59.5 | 49.3 | 1.56 | 1.3 | 38.0 | 38.0 | 3420.0 | 33.0 | 0.87 | 125.0 | 90.0 | 78.4 | 22.0 | 9.0 | 7.0 | 15.0 | 39.5 | 10.0 | 6.0 | 2.0 | 2.0 | 38.0 | 1.0 | 4.0 | 0.0 | 39.0 | 0.25 | 6.0 | 0.16 | 177.0 | 557.0 | 31.8 | 840.0 | 189.0 | 42.0 | 36.2 | 273.0 | 74.7 | 53.5 | 497.0 | 29.0 | 5.8 | 44.0 | 1.16 | 16.5 | 180.0 | 26.0 | 37.1 | 4.74 | 0.11 | 0.31 | 0.1 | 6.5 | 5.7 | 14521.0 | 18325.0 | 79.2 | 253873.0 | 91809.0 | 6312.0 | 7195.0 | 87.7 | 6011.0 | 7044.0 | 85.3 | 1520.0 | 2790.0 | 54.5 | 384.0 | 1114.0 | 240.0 | 68.0 | 1461.0 | 16325.0 | 1961.0 | 579.0 | 76.0 | 118.0 | 575.0 | 164.0 | 57.0 | 90.0 | 2.0 | 872.0 | 39.0 | 329.0 | 895.0 | 23.55 | 655.0 | 75.0 | 36.0 | 56.0 | 124.0 | 3.26 | 80.0 | 8.0 | 5.0 | 13.0 | 2.0 | 628.0 | 378.0 | 295.0 | 272.0 | 61.0 | 377.0 | 106.0 | 271.0 | 387.0 | 764.0 | 15.0 | 22423.0 | 1942.0 | 6276.0 | 11493.0 | 4899.0 | 672.0 | 22410.0 | 12898.0 | 757.0 | 648.0 | 172.0 | 14412.0 | 550.0 | 461.0 | 1.0 | 479.0 | 510.0 | 39.0 | 10.0 | 10.0 | 0.0 | 2018.0 | 564.0 | 575.0 | 49.5 |
| 9 | Lyon | 25.0 | 60.4 | 38.0 | 418.0 | 3420.0 | 70.0 | 54.0 | 5.0 | 10.0 | 55.0 | 3.0 | 1.84 | 1.42 | 3.26 | 1.71 | 3.13 | 73.7 | 66.1 | 1.94 | 1.74 | 38.0 | 38.0 | 3420.0 | 47.0 | 1.24 | 149.0 | 105.0 | 71.8 | 21.0 | 9.0 | 8.0 | 10.0 | 26.3 | 5.0 | 5.0 | 0.0 | 0.0 | 38.0 | 2.0 | 4.0 | 3.0 | 39.6 | 0.24 | -4.4 | -0.12 | 138.0 | 327.0 | 42.2 | 903.0 | 193.0 | 25.6 | 29.8 | 279.0 | 34.4 | 37.8 | 441.0 | 13.0 | 2.9 | 39.0 | 1.03 | 15.4 | 241.0 | 48.0 | 36.3 | 6.34 | 0.1 | 0.27 | 0.1 | -3.7 | -1.1 | 19007.0 | 22585.0 | 84.2 | 326907.0 | 111141.0 | 8826.0 | 9819.0 | 89.9 | 7788.0 | 8746.0 | 89.0 | 1794.0 | 2745.0 | 65.4 | 493.0 | 1482.0 | 341.0 | 89.0 | 2093.0 | 20651.0 | 1840.0 | 482.0 | 92.0 | 136.0 | 684.0 | 227.0 | 113.0 | 62.0 | 4.0 | 767.0 | 94.0 | 351.0 | 1215.0 | 31.97 | 890.0 | 86.0 | 77.0 | 74.0 | 129.0 | 3.39 | 98.0 | 1.0 | 11.0 | 8.0 | 2.0 | 637.0 | 384.0 | 285.0 | 266.0 | 86.0 | 406.0 | 136.0 | 270.0 | 363.0 | 680.0 | 19.0 | 26905.0 | 1993.0 | 6483.0 | 14139.0 | 6516.0 | 1008.0 | 26895.0 | 17306.0 | 977.0 | 708.0 | 255.0 | 18891.0 | 601.0 | 454.0 | 2.0 | 443.0 | 469.0 | 94.0 | 9.0 | 5.0 | 3.0 | 2028.0 | 612.0 | 513.0 | 54.4 |
| 10 | Marseille | 24.0 | 55.2 | 38.0 | 418.0 | 3420.0 | 59.0 | 45.0 | 4.0 | 5.0 | 82.0 | 8.0 | 1.55 | 1.18 | 2.74 | 1.45 | 2.63 | 52.7 | 48.9 | 1.39 | 1.29 | 38.0 | 38.0 | 3416.0 | 52.0 | 1.37 | 138.0 | 84.0 | 69.6 | 18.0 | 7.0 | 13.0 | 12.0 | 31.6 | 12.0 | 10.0 | 2.0 | 0.0 | 38.0 | 1.0 | 2.0 | 0.0 | 46.0 | 0.25 | -6.0 | -0.16 | 196.0 | 493.0 | 39.8 | 974.0 | 171.0 | 37.6 | 34.8 | 249.0 | 51.0 | 42.2 | 414.0 | 21.0 | 5.1 | 36.0 | 0.95 | 14.7 | 164.0 | 21.0 | 31.2 | 4.32 | 0.1 | 0.34 | 0.09 | 6.3 | 6.1 | 15952.0 | 19944.0 | 80.0 | 262210.0 | 95452.0 | 8017.0 | 8977.0 | 89.3 | 5431.0 | 6468.0 | 84.0 | 1644.0 | 2937.0 | 56.0 | 405.0 | 1021.0 | 269.0 | 108.0 | 1474.0 | 17923.0 | 1975.0 | 516.0 | 69.0 | 127.0 | 827.0 | 225.0 | 97.0 | 92.0 | 3.0 | 897.0 | 46.0 | 334.0 | 925.0 | 24.34 | 647.0 | 113.0 | 62.0 | 54.0 | 101.0 | 2.66 | 69.0 | 10.0 | 15.0 | 3.0 | 0.0 | 781.0 | 489.0 | 349.0 | 332.0 | 100.0 | 346.0 | 98.0 | 248.0 | 401.0 | 690.0 | 18.0 | 24294.0 | 1972.0 | 6839.0 | 12198.0 | 5526.0 | 787.0 | 24289.0 | 14818.0 | 809.0 | 639.0 | 159.0 | 15837.0 | 570.0 | 366.0 | 1.0 | 501.0 | 455.0 | 46.0 | 2.0 | 12.0 | 0.0 | 1949.0 | 695.0 | 622.0 | 52.8 |
| 11 | Monaco | 42.0 | 49.8 | 38.0 | 418.0 | 3420.0 | 38.0 | 25.0 | 4.0 | 5.0 | 91.0 | 6.0 | 1.0 | 0.66 | 1.66 | 0.89 | 1.55 | 47.4 | 43.5 | 1.25 | 1.14 | 38.0 | 38.0 | 3420.0 | 57.0 | 1.5 | 147.0 | 89.0 | 64.6 | 8.0 | 12.0 | 18.0 | 8.0 | 21.1 | 8.0 | 5.0 | 3.0 | 0.0 | 38.0 | 0.0 | 6.0 | 2.0 | 50.4 | 0.3 | -4.6 | -0.12 | 149.0 | 395.0 | 37.7 | 741.0 | 176.0 | 32.7 | 32.6 | 282.0 | 54.3 | 43.3 | 496.0 | 14.0 | 2.8 | 22.0 | 0.58 | 13.1 | 149.0 | 25.0 | 32.3 | 3.92 | 0.07 | 0.23 | 0.1 | -9.4 | -9.5 | 14098.0 | 18035.0 | 78.2 | 252139.0 | 93176.0 | 6145.0 | 7094.0 | 86.6 | 6061.0 | 7206.0 | 84.1 | 1498.0 | 2705.0 | 55.4 | 322.0 | 1075.0 | 258.0 | 84.0 | 1624.0 | 15923.0 | 2057.0 | 570.0 | 50.0 | 153.0 | 748.0 | 195.0 | 90.0 | 73.0 | 1.0 | 916.0 | 55.0 | 371.0 | 818.0 | 21.53 | 571.0 | 80.0 | 51.0 | 44.0 | 64.0 | 1.68 | 44.0 | 3.0 | 5.0 | 6.0 | 2.0 | 686.0 | 422.0 | 322.0 | 271.0 | 93.0 | 334.0 | 86.0 | 248.0 | 386.0 | 841.0 | 15.0 | 22263.0 | 1881.0 | 6325.0 | 10873.0 | 5284.0 | 694.0 | 22258.0 | 12649.0 | 773.0 | 547.0 | 134.0 | 14006.0 | 640.0 | 350.0 | 1.0 | 528.0 | 505.0 | 55.0 | 5.0 | 8.0 | 2.0 | 1941.0 | 611.0 | 594.0 | 50.7 |
| 12 | Montpellier | 25.0 | 48.0 | 38.0 | 418.0 | 3420.0 | 50.0 | 28.0 | 3.0 | 3.0 | 60.0 | 4.0 | 1.32 | 0.74 | 2.05 | 1.24 | 1.97 | 50.1 | 47.7 | 1.32 | 1.26 | 38.0 | 38.0 | 3420.0 | 42.0 | 1.11 | 144.0 | 103.0 | 72.9 | 15.0 | 14.0 | 9.0 | 12.0 | 31.6 | 5.0 | 3.0 | 1.0 | 1.0 | 38.0 | 1.0 | 8.0 | 2.0 | 41.5 | 0.26 | 1.5 | 0.04 | 319.0 | 712.0 | 44.8 | 1026.0 | 183.0 | 51.2 | 39.9 | 290.0 | 64.5 | 48.0 | 508.0 | 25.0 | 4.9 | 39.0 | 1.03 | 13.7 | 163.0 | 29.0 | 32.1 | 4.29 | 0.09 | 0.29 | 0.1 | -0.1 | -0.7 | 13573.0 | 17733.0 | 76.5 | 258702.0 | 105789.0 | 5776.0 | 6744.0 | 85.6 | 5467.0 | 6615.0 | 82.6 | 1997.0 | 3384.0 | 59.0 | 369.0 | 1127.0 | 258.0 | 93.0 | 1497.0 | 15701.0 | 1974.0 | 525.0 | 23.0 | 208.0 | 749.0 | 171.0 | 70.0 | 82.0 | 1.0 | 908.0 | 58.0 | 373.0 | 889.0 | 23.39 | 633.0 | 91.0 | 41.0 | 53.0 | 84.0 | 2.21 | 55.0 | 6.0 | 9.0 | 5.0 | 2.0 | 759.0 | 431.0 | 364.0 | 305.0 | 90.0 | 411.0 | 105.0 | 306.0 | 484.0 | 751.0 | 11.0 | 22177.0 | 2056.0 | 6793.0 | 10466.0 | 5110.0 | 659.0 | 22174.0 | 10848.0 | 601.0 | 426.0 | 127.0 | 13466.0 | 600.0 | 387.0 | 1.0 | 537.0 | 478.0 | 58.0 | 2.0 | 5.0 | 2.0 | 2061.0 | 729.0 | 741.0 | 49.6 |
| 13 | Nantes | 33.0 | 50.1 | 38.0 | 418.0 | 3420.0 | 46.0 | 28.0 | 6.0 | 8.0 | 72.0 | 6.0 | 1.21 | 0.74 | 1.95 | 1.05 | 1.79 | 49.1 | 42.8 | 1.29 | 1.13 | 38.0 | 38.0 | 3420.0 | 48.0 | 1.26 | 130.0 | 78.0 | 66.2 | 13.0 | 9.0 | 16.0 | 8.0 | 21.1 | 8.0 | 4.0 | 4.0 | 0.0 | 38.0 | 2.0 | 7.0 | 0.0 | 45.5 | 0.29 | -2.5 | -0.07 | 247.0 | 568.0 | 43.5 | 839.0 | 157.0 | 39.3 | 34.9 | 314.0 | 75.8 | 51.7 | 508.0 | 25.0 | 4.9 | 47.0 | 1.24 | 15.0 | 143.0 | 23.0 | 28.1 | 3.76 | 0.08 | 0.28 | 0.09 | -3.1 | -2.8 | 13321.0 | 17765.0 | 75.0 | 229094.0 | 96362.0 | 6332.0 | 7461.0 | 84.9 | 4909.0 | 6109.0 | 80.4 | 1471.0 | 2845.0 | 51.7 | 380.0 | 1049.0 | 255.0 | 83.0 | 1472.0 | 15636.0 | 2052.0 | 540.0 | 26.0 | 151.0 | 725.0 | 182.0 | 89.0 | 61.0 | 1.0 | 931.0 | 77.0 | 381.0 | 905.0 | 23.82 | 630.0 | 101.0 | 47.0 | 76.0 | 72.0 | 1.89 | 46.0 | 5.0 | 9.0 | 7.0 | 0.0 | 767.0 | 478.0 | 360.0 | 315.0 | 92.0 | 382.0 | 106.0 | 276.0 | 435.0 | 831.0 | 6.0 | 22164.0 | 2063.0 | 6408.0 | 10385.0 | 5599.0 | 691.0 | 22156.0 | 11768.0 | 656.0 | 509.0 | 131.0 | 13223.0 | 645.0 | 396.0 | 3.0 | 493.0 | 496.0 | 77.0 | 7.0 | 8.0 | 0.0 | 2173.0 | 767.0 | 685.0 | 52.8 |
| 14 | Nice | 30.0 | 54.8 | 38.0 | 418.0 | 3420.0 | 28.0 | 18.0 | 5.0 | 9.0 | 72.0 | 5.0 | 0.74 | 0.47 | 1.21 | 0.61 | 1.08 | 46.3 | 39.2 | 1.22 | 1.03 | 38.0 | 38.0 | 3420.0 | 35.0 | 0.92 | 155.0 | 118.0 | 79.4 | 15.0 | 11.0 | 12.0 | 16.0 | 42.1 | 6.0 | 3.0 | 3.0 | 0.0 | 38.0 | 0.0 | 5.0 | 1.0 | 44.1 | 0.25 | 10.1 | 0.27 | 127.0 | 345.0 | 36.8 | 905.0 | 225.0 | 20.6 | 27.9 | 325.0 | 48.9 | 40.3 | 590.0 | 17.0 | 2.9 | 19.0 | 0.5 | 12.2 | 121.0 | 31.0 | 28.0 | 3.18 | 0.05 | 0.19 | 0.09 | -18.3 | -16.2 | 18039.0 | 21274.0 | 84.8 | 320065.0 | 111064.0 | 7977.0 | 8773.0 | 90.9 | 8026.0 | 8870.0 | 90.5 | 1708.0 | 2766.0 | 61.7 | 329.0 | 1072.0 | 169.0 | 43.0 | 1537.0 | 19383.0 | 1851.0 | 590.0 | 30.0 | 173.0 | 495.0 | 172.0 | 61.0 | 83.0 | 1.0 | 692.0 | 40.0 | 312.0 | 792.0 | 20.84 | 513.0 | 77.0 | 44.0 | 61.0 | 47.0 | 1.24 | 30.0 | 3.0 | 3.0 | 7.0 | 0.0 | 662.0 | 420.0 | 331.0 | 264.0 | 67.0 | 410.0 | 108.0 | 302.0 | 450.0 | 777.0 | 11.0 | 25818.0 | 2474.0 | 8543.0 | 12993.0 | 4533.0 | 667.0 | 25809.0 | 13450.0 | 740.0 | 517.0 | 242.0 | 17947.0 | 653.0 | 409.0 | 1.0 | 425.0 | 518.0 | 40.0 | 7.0 | 6.0 | 1.0 | 1957.0 | 516.0 | 502.0 | 50.7 |
| 15 | Nîmes | 23.0 | 45.7 | 38.0 | 418.0 | 3420.0 | 55.0 | 37.0 | 4.0 | 6.0 | 69.0 | 5.0 | 1.45 | 0.97 | 2.42 | 1.34 | 2.32 | 50.0 | 45.3 | 1.32 | 1.19 | 38.0 | 38.0 | 3420.0 | 58.0 | 1.53 | 180.0 | 122.0 | 70.0 | 15.0 | 8.0 | 15.0 | 10.0 | 26.3 | 5.0 | 4.0 | 1.0 | 0.0 | 38.0 | 0.0 | 4.0 | 1.0 | 60.4 | 0.31 | 3.4 | 0.09 | 234.0 | 690.0 | 33.9 | 825.0 | 160.0 | 54.3 | 40.0 | 290.0 | 83.4 | 55.2 | 491.0 | 28.0 | 5.7 | 33.0 | 0.87 | 14.5 | 175.0 | 26.0 | 34.0 | 4.61 | 0.1 | 0.29 | 0.09 | 5.0 | 5.7 | 11364.0 | 15574.0 | 73.0 | 201850.0 | 84311.0 | 5502.0 | 6481.0 | 84.9 | 4036.0 | 5079.0 | 79.5 | 1399.0 | 2975.0 | 47.0 | 365.0 | 946.0 | 199.0 | 64.0 | 1229.0 | 13382.0 | 2152.0 | 555.0 | 33.0 | 145.0 | 736.0 | 202.0 | 78.0 | 105.0 | 7.0 | 1009.0 | 40.0 | 343.0 | 886.0 | 23.32 | 594.0 | 95.0 | 57.0 | 61.0 | 89.0 | 2.34 | 46.0 | 12.0 | 9.0 | 10.0 | 1.0 | 733.0 | 442.0 | 373.0 | 282.0 | 78.0 | 378.0 | 119.0 | 259.0 | 443.0 | 832.0 | 8.0 | 20197.0 | 1847.0 | 6344.0 | 9054.0 | 5034.0 | 663.0 | 20191.0 | 10101.0 | 717.0 | 482.0 | 185.0 | 11265.0 | 645.0 | 405.0 | 2.0 | 487.0 | 494.0 | 40.0 | 3.0 | 5.0 | 1.0 | 2030.0 | 693.0 | 828.0 | 45.6 |
| 16 | Paris S-G | 30.0 | 63.7 | 38.0 | 418.0 | 3420.0 | 103.0 | 72.0 | 10.0 | 12.0 | 64.0 | 4.0 | 2.71 | 1.89 | 4.61 | 2.45 | 4.34 | 88.9 | 79.5 | 2.34 | 2.09 | 38.0 | 38.0 | 3420.0 | 35.0 | 0.92 | 131.0 | 99.0 | 77.1 | 29.0 | 4.0 | 5.0 | 17.0 | 44.7 | 6.0 | 5.0 | 1.0 | 0.0 | 38.0 | 1.0 | 3.0 | 4.0 | 36.2 | 0.23 | 5.2 | 0.14 | 61.0 | 147.0 | 41.5 | 678.0 | 179.0 | 12.8 | 23.4 | 247.0 | 24.3 | 31.7 | 429.0 | 9.0 | 2.1 | 29.0 | 0.76 | 14.9 | 206.0 | 29.0 | 37.5 | 5.42 | 0.17 | 0.45 | 0.15 | 14.1 | 13.5 | 21887.0 | 25100.0 | 87.2 | 339439.0 | 113934.0 | 11267.0 | 12199.0 | 92.4 | 7815.0 | 8653.0 | 90.3 | 1542.0 | 2281.0 | 67.6 | 421.0 | 1601.0 | 461.0 | 53.0 | 2207.0 | 23350.0 | 1658.0 | 469.0 | 186.0 | 151.0 | 588.0 | 237.0 | 112.0 | 42.0 | 11.0 | 633.0 | 92.0 | 300.0 | 997.0 | 26.24 | 753.0 | 68.0 | 43.0 | 50.0 | 181.0 | 4.76 | 134.0 | 7.0 | 12.0 | 11.0 | 3.0 | 701.0 | 434.0 | 286.0 | 315.0 | 100.0 | 335.0 | 93.0 | 242.0 | 342.0 | 535.0 | 20.0 | 28901.0 | 1840.0 | 6504.0 | 15314.0 | 7323.0 | 1110.0 | 28888.0 | 17807.0 | 993.0 | 746.0 | 253.0 | 21754.0 | 501.0 | 454.0 | 0.0 | 474.0 | 444.0 | 92.0 | 10.0 | 6.0 | 4.0 | 2060.0 | 402.0 | 336.0 | 54.5 |
| 17 | Reims | 27.0 | 43.6 | 38.0 | 418.0 | 3420.0 | 39.0 | 27.0 | 2.0 | 2.0 | 67.0 | 2.0 | 1.03 | 0.71 | 1.74 | 0.97 | 1.68 | 38.1 | 36.5 | 1.0 | 0.96 | 38.0 | 38.0 | 3420.0 | 42.0 | 1.11 | 150.0 | 110.0 | 76.7 | 13.0 | 16.0 | 9.0 | 14.0 | 36.8 | 7.0 | 7.0 | 0.0 | 0.0 | 38.0 | 1.0 | 3.0 | 2.0 | 44.9 | 0.26 | 4.9 | 0.13 | 257.0 | 654.0 | 39.3 | 861.0 | 136.0 | 49.8 | 40.7 | 291.0 | 77.3 | 53.8 | 667.0 | 28.0 | 4.2 | 27.0 | 0.71 | 13.2 | 132.0 | 14.0 | 32.7 | 3.47 | 0.09 | 0.28 | 0.09 | 0.9 | 0.5 | 11567.0 | 15680.0 | 73.8 | 221473.0 | 88002.0 | 4875.0 | 5802.0 | 84.0 | 4835.0 | 6014.0 | 80.4 | 1593.0 | 2993.0 | 53.2 | 299.0 | 841.0 | 220.0 | 65.0 | 1262.0 | 13708.0 | 1893.0 | 510.0 | 48.0 | 178.0 | 633.0 | 164.0 | 93.0 | 47.0 | 6.0 | 848.0 | 79.0 | 327.0 | 689.0 | 18.13 | 487.0 | 68.0 | 41.0 | 33.0 | 70.0 | 1.84 | 49.0 | 4.0 | 4.0 | 4.0 | 1.0 | 760.0 | 454.0 | 423.0 | 257.0 | 80.0 | 364.0 | 111.0 | 253.0 | 486.0 | 886.0 | 18.0 | 20060.0 | 2151.0 | 7361.0 | 8846.0 | 4127.0 | 608.0 | 20058.0 | 10123.0 | 593.0 | 398.0 | 123.0 | 11495.0 | 603.0 | 338.0 | 0.0 | 532.0 | 467.0 | 79.0 | 2.0 | 7.0 | 2.0 | 2029.0 | 647.0 | 718.0 | 47.4 |
| 18 | Rennes | 28.0 | 50.6 | 38.0 | 418.0 | 3420.0 | 52.0 | 34.0 | 7.0 | 10.0 | 68.0 | 3.0 | 1.37 | 0.89 | 2.26 | 1.18 | 2.08 | 55.6 | 47.8 | 1.46 | 1.26 | 38.0 | 38.0 | 3420.0 | 52.0 | 1.37 | 158.0 | 106.0 | 69.6 | 13.0 | 13.0 | 12.0 | 11.0 | 28.9 | 5.0 | 4.0 | 1.0 | 0.0 | 38.0 | 0.0 | 9.0 | 1.0 | 44.1 | 0.26 | -6.9 | -0.18 | 195.0 | 499.0 | 39.1 | 759.0 | 157.0 | 39.9 | 35.7 | 290.0 | 67.6 | 49.6 | 548.0 | 22.0 | 4.0 | 52.0 | 1.37 | 16.6 | 147.0 | 48.0 | 31.9 | 3.87 | 0.1 | 0.31 | 0.11 | -3.6 | -2.8 | 14148.0 | 17863.0 | 79.2 | 255409.0 | 93209.0 | 6365.0 | 7254.0 | 87.7 | 5693.0 | 6667.0 | 85.4 | 1674.0 | 2912.0 | 57.5 | 324.0 | 1013.0 | 252.0 | 66.0 | 1522.0 | 15889.0 | 1913.0 | 482.0 | 44.0 | 179.0 | 663.0 | 191.0 | 114.0 | 42.0 | 2.0 | 861.0 | 61.0 | 341.0 | 837.0 | 22.03 | 566.0 | 61.0 | 42.0 | 86.0 | 90.0 | 2.37 | 55.0 | 8.0 | 9.0 | 10.0 | 0.0 | 652.0 | 395.0 | 307.0 | 271.0 | 74.0 | 405.0 | 119.0 | 286.0 | 389.0 | 779.0 | 10.0 | 22207.0 | 1905.0 | 6565.0 | 10831.0 | 5086.0 | 673.0 | 22197.0 | 12496.0 | 884.0 | 602.0 | 180.0 | 14057.0 | 611.0 | 373.0 | 2.0 | 490.0 | 486.0 | 61.0 | 9.0 | 5.0 | 1.0 | 2032.0 | 625.0 | 560.0 | 52.7 |
| 19 | Saint-Étienne | 29.0 | 52.5 | 38.0 | 418.0 | 3420.0 | 56.0 | 40.0 | 5.0 | 5.0 | 63.0 | 7.0 | 1.47 | 1.05 | 2.53 | 1.34 | 2.39 | 56.7 | 52.7 | 1.49 | 1.39 | 38.0 | 38.0 | 3420.0 | 41.0 | 1.08 | 153.0 | 112.0 | 77.8 | 19.0 | 9.0 | 10.0 | 13.0 | 34.2 | 9.0 | 7.0 | 1.0 | 1.0 | 38.0 | 0.0 | 7.0 | 1.0 | 49.0 | 0.27 | 9.0 | 0.24 | 171.0 | 571.0 | 29.9 | 901.0 | 171.0 | 41.8 | 35.9 | 323.0 | 60.1 | 44.0 | 488.0 | 11.0 | 2.3 | 18.0 | 0.47 | 12.7 | 166.0 | 18.0 | 33.7 | 4.37 | 0.1 | 0.31 | 0.12 | -0.7 | -1.7 | 15061.0 | 19106.0 | 78.8 | 273774.0 | 99072.0 | 6604.0 | 7525.0 | 87.8 | 6141.0 | 7203.0 | 85.3 | 1836.0 | 3273.0 | 56.1 | 368.0 | 1022.0 | 259.0 | 81.0 | 1543.0 | 17039.0 | 2007.0 | 524.0 | 44.0 | 178.0 | 770.0 | 224.0 | 72.0 | 108.0 | 4.0 | 857.0 | 60.0 | 342.0 | 837.0 | 22.03 | 577.0 | 89.0 | 64.0 | 46.0 | 95.0 | 2.5 | 59.0 | 13.0 | 9.0 | 10.0 | 1.0 | 672.0 | 406.0 | 307.0 | 272.0 | 93.0 | 357.0 | 97.0 | 260.0 | 441.0 | 774.0 | 24.0 | 23367.0 | 2117.0 | 7531.0 | 10997.0 | 5066.0 | 769.0 | 23362.0 | 11618.0 | 753.0 | 492.0 | 177.0 | 14974.0 | 518.0 | 407.0 | 4.0 | 454.0 | 456.0 | 60.0 | 4.0 | 9.0 | 1.0 | 1948.0 | 609.0 | 643.0 | 48.6 |
| 20 | Strasbourg | 26.0 | 50.1 | 38.0 | 418.0 | 3420.0 | 57.0 | 43.0 | 5.0 | 7.0 | 70.0 | 4.0 | 1.5 | 1.13 | 2.63 | 1.37 | 2.5 | 41.3 | 35.8 | 1.09 | 0.94 | 38.0 | 38.0 | 3420.0 | 48.0 | 1.26 | 149.0 | 100.0 | 72.5 | 11.0 | 16.0 | 11.0 | 9.0 | 23.7 | 9.0 | 7.0 | 2.0 | 0.0 | 38.0 | 3.0 | 4.0 | 1.0 | 45.1 | 0.25 | -1.9 | -0.05 | 269.0 | 676.0 | 39.8 | 840.0 | 193.0 | 48.3 | 39.3 | 342.0 | 78.9 | 55.6 | 583.0 | 27.0 | 4.6 | 30.0 | 0.79 | 12.3 | 144.0 | 11.0 | 36.4 | 3.79 | 0.13 | 0.36 | 0.09 | 15.7 | 16.2 | 14722.0 | 18749.0 | 78.5 | 276937.0 | 98131.0 | 6264.0 | 7206.0 | 86.9 | 5781.0 | 6831.0 | 84.6 | 2129.0 | 3501.0 | 60.8 | 310.0 | 1056.0 | 236.0 | 94.0 | 1460.0 | 16765.0 | 1941.0 | 458.0 | 31.0 | 332.0 | 719.0 | 157.0 | 71.0 | 59.0 | 2.0 | 898.0 | 43.0 | 381.0 | 717.0 | 18.87 | 519.0 | 78.0 | 34.0 | 31.0 | 100.0 | 2.63 | 73.0 | 8.0 | 8.0 | 6.0 | 1.0 | 649.0 | 405.0 | 320.0 | 256.0 | 73.0 | 373.0 | 127.0 | 246.0 | 428.0 | 751.0 | 12.0 | 22722.0 | 2144.0 | 7076.0 | 10905.0 | 4953.0 | 565.0 | 22716.0 | 13141.0 | 683.0 | 549.0 | 109.0 | 14623.0 | 591.0 | 399.0 | 1.0 | 512.0 | 404.0 | 43.0 | 5.0 | 9.0 | 1.0 | 1940.0 | 631.0 | 615.0 | 50.6 |
| 21 | Toulouse | 29.0 | 48.2 | 38.0 | 418.0 | 3420.0 | 35.0 | 16.0 | 7.0 | 11.0 | 75.0 | 5.0 | 0.92 | 0.42 | 1.34 | 0.74 | 1.16 | 45.7 | 37.1 | 1.2 | 0.98 | 38.0 | 38.0 | 3416.0 | 57.0 | 1.5 | 178.0 | 121.0 | 70.8 | 8.0 | 14.0 | 16.0 | 9.0 | 23.7 | 6.0 | 5.0 | 1.0 | 0.0 | 38.0 | 2.0 | 5.0 | 1.0 | 51.6 | 0.26 | -4.4 | -0.12 | 259.0 | 683.0 | 37.9 | 969.0 | 174.0 | 44.8 | 37.6 | 384.0 | 64.8 | 48.0 | 619.0 | 21.0 | 3.4 | 42.0 | 1.11 | 15.2 | 119.0 | 19.0 | 28.2 | 3.13 | 0.07 | 0.24 | 0.09 | -10.7 | -9.1 | 12893.0 | 16989.0 | 75.9 | 227561.0 | 94710.0 | 6070.0 | 7039.0 | 86.2 | 4882.0 | 6027.0 | 81.0 | 1518.0 | 2911.0 | 52.1 | 310.0 | 991.0 | 220.0 | 63.0 | 1465.0 | 14931.0 | 1989.0 | 531.0 | 43.0 | 110.0 | 629.0 | 158.0 | 61.0 | 79.0 | 4.0 | 822.0 | 69.0 | 333.0 | 750.0 | 19.74 | 493.0 | 79.0 | 56.0 | 52.0 | 55.0 | 1.45 | 30.0 | 4.0 | 10.0 | 8.0 | 0.0 | 669.0 | 418.0 | 362.0 | 243.0 | 64.0 | 433.0 | 126.0 | 307.0 | 384.0 | 947.0 | 17.0 | 21560.0 | 2377.0 | 6780.0 | 10135.0 | 4892.0 | 662.0 | 21549.0 | 11336.0 | 684.0 | 513.0 | 159.0 | 12795.0 | 696.0 | 447.0 | 2.0 | 558.0 | 468.0 | 69.0 | 8.0 | 6.0 | 1.0 | 2024.0 | 712.0 | 653.0 | 52.2 |