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 | Ajaccio | 36.0 | 43.2 | 38.0 | 418.0 | 3420.0 | 22.0 | 12.0 | 6.0 | 9.0 | 86.0 | 10.0 | 0.58 | 0.32 | 0.89 | 0.42 | 0.74 | 36.1 | 29.4 | 0.95 | 0.77 | 38.0 | 38.0 | 3420.0 | 74.0 | 1.95 | 161.0 | 89.0 | 59.6 | 7.0 | 5.0 | 26.0 | 6.0 | 15.8 | 10.0 | 9.0 | 0.0 | 1.0 | 38.0 | 1.0 | 11.0 | 2.0 | 57.6 | 0.31 | -14.4 | -0.38 | 238.0 | 633.0 | 37.6 | 785.0 | 90.0 | 53.2 | 39.0 | 260.0 | 82.7 | 51.8 | 507.0 | 26.0 | 5.1 | 60.0 | 1.58 | 15.9 | 81.0 | 12.0 | 26.0 | 2.13 | 0.05 | 0.2 | 0.1 | -14.1 | -13.4 | 11216.0 | 15286.0 | 73.4 | 206467.0 | 81586.0 | 4741.0 | 5780.0 | 82.0 | 4578.0 | 5701.0 | 80.3 | 1448.0 | 2889.0 | 50.1 | 234.0 | 954.0 | 188.0 | 71.0 | 1169.0 | 13368.0 | 1855.0 | 562.0 | 39.0 | 57.0 | 631.0 | 126.0 | 42.0 | 65.0 | 0.0 | 795.0 | 63.0 | 349.0 | 539.0 | 14.18 | 350.0 | 72.0 | 34.0 | 51.0 | 38.0 | 1.0 | 23.0 | 0.0 | 5.0 | 5.0 | 2.0 | 637.0 | 382.0 | 321.0 | 236.0 | 80.0 | 359.0 | 85.0 | 274.0 | 420.0 | 670.0 | 10.0 | 19271.0 | 1979.0 | 6134.0 | 9380.0 | 3966.0 | 486.0 | 19262.0 | 12563.0 | 487.0 | 406.0 | 92.0 | 11114.0 | 625.0 | 324.0 | 2.0 | 541.0 | 495.0 | 63.0 | 8.0 | 10.0 | 2.0 | 2053.0 | 602.0 | 711.0 | 45.8 |
| 3 | Angers | 33.0 | 46.9 | 38.0 | 418.0 | 3420.0 | 31.0 | 18.0 | 4.0 | 4.0 | 69.0 | 5.0 | 0.82 | 0.47 | 1.29 | 0.71 | 1.18 | 40.9 | 37.8 | 1.08 | 0.99 | 38.0 | 38.0 | 3420.0 | 81.0 | 2.13 | 197.0 | 119.0 | 63.5 | 4.0 | 6.0 | 28.0 | 4.0 | 10.5 | 11.0 | 9.0 | 1.0 | 1.0 | 38.0 | 1.0 | 9.0 | 4.0 | 67.8 | 0.3 | -9.2 | -0.24 | 127.0 | 416.0 | 30.5 | 735.0 | 194.0 | 38.0 | 34.3 | 254.0 | 53.9 | 42.3 | 500.0 | 38.0 | 7.6 | 27.0 | 0.71 | 11.6 | 121.0 | 18.0 | 33.0 | 3.18 | 0.07 | 0.22 | 0.11 | -9.9 | -10.8 | 14103.0 | 17463.0 | 80.8 | 252709.0 | 88748.0 | 5934.0 | 6810.0 | 87.1 | 6249.0 | 7208.0 | 86.7 | 1435.0 | 2536.0 | 56.6 | 276.0 | 1124.0 | 214.0 | 65.0 | 1393.0 | 15689.0 | 1727.0 | 483.0 | 40.0 | 92.0 | 584.0 | 164.0 | 98.0 | 42.0 | 0.0 | 705.0 | 47.0 | 294.0 | 647.0 | 17.03 | 471.0 | 56.0 | 25.0 | 44.0 | 53.0 | 1.39 | 35.0 | 5.0 | 4.0 | 7.0 | 0.0 | 652.0 | 386.0 | 311.0 | 268.0 | 73.0 | 402.0 | 99.0 | 303.0 | 375.0 | 605.0 | 13.0 | 21515.0 | 2041.0 | 6588.0 | 10633.0 | 4609.0 | 567.0 | 21511.0 | 15521.0 | 632.0 | 596.0 | 149.0 | 13974.0 | 593.0 | 349.0 | 3.0 | 492.0 | 422.0 | 47.0 | 4.0 | 11.0 | 4.0 | 2025.0 | 436.0 | 441.0 | 49.7 |
| 4 | Auxerre | 33.0 | 43.3 | 38.0 | 418.0 | 3420.0 | 32.0 | 17.0 | 7.0 | 9.0 | 54.0 | 6.0 | 0.84 | 0.45 | 1.29 | 0.66 | 1.11 | 42.7 | 35.7 | 1.12 | 0.94 | 38.0 | 38.0 | 3420.0 | 63.0 | 1.66 | 181.0 | 117.0 | 67.4 | 8.0 | 11.0 | 19.0 | 7.0 | 18.4 | 6.0 | 4.0 | 2.0 | 0.0 | 38.0 | 0.0 | 3.0 | 1.0 | 57.8 | 0.3 | -4.2 | -0.11 | 268.0 | 698.0 | 38.4 | 978.0 | 145.0 | 48.4 | 39.5 | 289.0 | 77.9 | 53.5 | 599.0 | 17.0 | 2.8 | 26.0 | 0.68 | 13.0 | 117.0 | 15.0 | 27.9 | 3.08 | 0.06 | 0.21 | 0.09 | -10.7 | -10.7 | 12386.0 | 15989.0 | 77.5 | 240572.0 | 90967.0 | 4837.0 | 5709.0 | 84.7 | 5262.0 | 6177.0 | 85.2 | 1838.0 | 3237.0 | 56.8 | 301.0 | 1020.0 | 243.0 | 82.0 | 1284.0 | 14213.0 | 1728.0 | 491.0 | 31.0 | 210.0 | 617.0 | 135.0 | 56.0 | 57.0 | 0.0 | 712.0 | 48.0 | 305.0 | 733.0 | 19.29 | 528.0 | 61.0 | 40.0 | 35.0 | 50.0 | 1.32 | 28.0 | 4.0 | 7.0 | 8.0 | 0.0 | 674.0 | 378.0 | 337.0 | 263.0 | 74.0 | 441.0 | 118.0 | 323.0 | 454.0 | 782.0 | 10.0 | 20359.0 | 2523.0 | 7094.0 | 9231.0 | 4269.0 | 630.0 | 20350.0 | 13862.0 | 531.0 | 461.0 | 131.0 | 12268.0 | 645.0 | 320.0 | 4.0 | 462.0 | 419.0 | 48.0 | 6.0 | 6.0 | 1.0 | 2078.0 | 487.0 | 566.0 | 46.2 |
| 5 | Brest | 29.0 | 44.9 | 38.0 | 418.0 | 3420.0 | 43.0 | 28.0 | 7.0 | 8.0 | 63.0 | 2.0 | 1.13 | 0.74 | 1.87 | 0.95 | 1.68 | 43.3 | 37.1 | 1.14 | 0.98 | 38.0 | 38.0 | 3420.0 | 54.0 | 1.42 | 179.0 | 125.0 | 73.7 | 11.0 | 11.0 | 16.0 | 9.0 | 23.7 | 9.0 | 7.0 | 2.0 | 0.0 | 38.0 | 1.0 | 11.0 | 2.0 | 55.1 | 0.26 | 3.1 | 0.08 | 206.0 | 490.0 | 42.0 | 824.0 | 166.0 | 38.7 | 35.7 | 300.0 | 57.0 | 43.3 | 531.0 | 32.0 | 6.0 | 25.0 | 0.66 | 11.4 | 132.0 | 13.0 | 31.7 | 3.47 | 0.09 | 0.27 | 0.09 | -0.3 | -1.1 | 12486.0 | 16452.0 | 75.9 | 242407.0 | 93329.0 | 4874.0 | 5833.0 | 83.6 | 5395.0 | 6456.0 | 83.6 | 1807.0 | 3246.0 | 55.7 | 314.0 | 1027.0 | 243.0 | 94.0 | 1311.0 | 14545.0 | 1848.0 | 525.0 | 30.0 | 162.0 | 755.0 | 178.0 | 82.0 | 81.0 | 2.0 | 754.0 | 59.0 | 339.0 | 736.0 | 19.37 | 495.0 | 98.0 | 50.0 | 41.0 | 73.0 | 1.92 | 39.0 | 10.0 | 8.0 | 9.0 | 3.0 | 705.0 | 417.0 | 348.0 | 289.0 | 68.0 | 435.0 | 115.0 | 320.0 | 475.0 | 686.0 | 13.0 | 20724.0 | 2299.0 | 6960.0 | 9493.0 | 4555.0 | 668.0 | 20716.0 | 13923.0 | 592.0 | 490.0 | 124.0 | 12371.0 | 566.0 | 322.0 | 0.0 | 499.0 | 462.0 | 59.0 | 7.0 | 9.0 | 2.0 | 2115.0 | 633.0 | 569.0 | 52.7 |
| 6 | Clermont Foot | 28.0 | 48.3 | 38.0 | 418.0 | 3420.0 | 44.0 | 26.0 | 7.0 | 10.0 | 72.0 | 5.0 | 1.16 | 0.68 | 1.84 | 0.97 | 1.66 | 47.5 | 39.6 | 1.25 | 1.04 | 38.0 | 38.0 | 3420.0 | 49.0 | 1.29 | 164.0 | 111.0 | 75.0 | 17.0 | 8.0 | 13.0 | 10.0 | 26.3 | 12.0 | 8.0 | 4.0 | 0.0 | 38.0 | 0.0 | 5.0 | 0.0 | 56.5 | 0.29 | 7.5 | 0.2 | 238.0 | 618.0 | 38.5 | 1239.0 | 177.0 | 40.0 | 36.9 | 265.0 | 46.0 | 40.1 | 478.0 | 35.0 | 7.3 | 30.0 | 0.79 | 12.1 | 139.0 | 16.0 | 35.4 | 3.66 | 0.09 | 0.27 | 0.1 | -3.5 | -2.6 | 14212.0 | 17961.0 | 79.1 | 256952.0 | 96617.0 | 6081.0 | 7055.0 | 86.2 | 6018.0 | 7037.0 | 85.5 | 1613.0 | 2887.0 | 55.9 | 267.0 | 1004.0 | 239.0 | 62.0 | 1304.0 | 16060.0 | 1849.0 | 642.0 | 31.0 | 105.0 | 564.0 | 155.0 | 73.0 | 48.0 | 4.0 | 658.0 | 52.0 | 373.0 | 668.0 | 17.58 | 497.0 | 51.0 | 39.0 | 39.0 | 72.0 | 1.89 | 45.0 | 4.0 | 11.0 | 6.0 | 1.0 | 685.0 | 398.0 | 350.0 | 250.0 | 85.0 | 424.0 | 126.0 | 298.0 | 440.0 | 571.0 | 17.0 | 22057.0 | 2500.0 | 7753.0 | 10251.0 | 4323.0 | 656.0 | 22047.0 | 15772.0 | 532.0 | 508.0 | 111.0 | 14090.0 | 566.0 | 338.0 | 2.0 | 426.0 | 592.0 | 52.0 | 7.0 | 12.0 | 0.0 | 2051.0 | 410.0 | 427.0 | 49.0 |
| 7 | Lens | 29.0 | 55.6 | 38.0 | 418.0 | 3420.0 | 66.0 | 49.0 | 6.0 | 9.0 | 63.0 | 3.0 | 1.74 | 1.29 | 3.03 | 1.58 | 2.87 | 66.9 | 60.0 | 1.76 | 1.58 | 38.0 | 38.0 | 3420.0 | 29.0 | 0.76 | 129.0 | 101.0 | 79.8 | 25.0 | 9.0 | 4.0 | 15.0 | 39.5 | 3.0 | 3.0 | 0.0 | 0.0 | 38.0 | 0.0 | 6.0 | 1.0 | 34.0 | 0.24 | 6.0 | 0.16 | 183.0 | 449.0 | 40.8 | 1104.0 | 145.0 | 35.8 | 33.4 | 170.0 | 31.8 | 32.0 | 404.0 | 35.0 | 8.7 | 41.0 | 1.08 | 15.1 | 177.0 | 6.0 | 34.2 | 4.66 | 0.12 | 0.34 | 0.12 | -0.9 | 0.0 | 17809.0 | 21203.0 | 84.0 | 307964.0 | 105609.0 | 7942.0 | 8840.0 | 89.8 | 7624.0 | 8652.0 | 88.1 | 1618.0 | 2642.0 | 61.2 | 395.0 | 1547.0 | 354.0 | 105.0 | 1829.0 | 19476.0 | 1665.0 | 556.0 | 53.0 | 111.0 | 791.0 | 204.0 | 80.0 | 87.0 | 1.0 | 623.0 | 62.0 | 311.0 | 921.0 | 24.24 | 681.0 | 80.0 | 49.0 | 40.0 | 116.0 | 3.05 | 85.0 | 8.0 | 6.0 | 5.0 | 3.0 | 540.0 | 323.0 | 225.0 | 238.0 | 77.0 | 401.0 | 112.0 | 289.0 | 339.0 | 559.0 | 7.0 | 24935.0 | 2026.0 | 6456.0 | 12750.0 | 5964.0 | 841.0 | 24926.0 | 19150.0 | 738.0 | 732.0 | 160.0 | 17645.0 | 526.0 | 302.0 | 0.0 | 492.0 | 481.0 | 62.0 | 7.0 | 3.0 | 1.0 | 1975.0 | 406.0 | 369.0 | 52.4 |
| 8 | Lille | 26.0 | 60.5 | 38.0 | 418.0 | 3420.0 | 65.0 | 40.0 | 11.0 | 12.0 | 82.0 | 1.0 | 1.71 | 1.05 | 2.76 | 1.42 | 2.47 | 68.7 | 60.0 | 1.81 | 1.58 | 38.0 | 38.0 | 3420.0 | 44.0 | 1.16 | 120.0 | 80.0 | 66.7 | 19.0 | 10.0 | 9.0 | 10.0 | 26.3 | 5.0 | 4.0 | 1.0 | 0.0 | 38.0 | 2.0 | 3.0 | 3.0 | 39.2 | 0.29 | -1.8 | -0.05 | 82.0 | 316.0 | 25.9 | 1041.0 | 148.0 | 25.6 | 29.0 | 120.0 | 40.8 | 35.9 | 382.0 | 27.0 | 7.1 | 34.0 | 0.89 | 13.9 | 201.0 | 16.0 | 36.9 | 5.29 | 0.1 | 0.27 | 0.12 | -3.7 | -6.0 | 19266.0 | 22826.0 | 84.4 | 325045.0 | 109059.0 | 8924.0 | 9956.0 | 89.6 | 8012.0 | 8981.0 | 89.2 | 1622.0 | 2635.0 | 61.6 | 421.0 | 1602.0 | 398.0 | 61.0 | 1982.0 | 20992.0 | 1770.0 | 555.0 | 56.0 | 124.0 | 624.0 | 217.0 | 81.0 | 76.0 | 1.0 | 718.0 | 64.0 | 398.0 | 996.0 | 26.21 | 735.0 | 79.0 | 70.0 | 51.0 | 111.0 | 2.92 | 76.0 | 6.0 | 15.0 | 12.0 | 0.0 | 635.0 | 370.0 | 266.0 | 265.0 | 104.0 | 390.0 | 74.0 | 316.0 | 301.0 | 543.0 | 13.0 | 26767.0 | 2074.0 | 7054.0 | 13386.0 | 6573.0 | 1010.0 | 26755.0 | 20538.0 | 798.0 | 705.0 | 206.0 | 19056.0 | 537.0 | 398.0 | 0.0 | 497.0 | 480.0 | 64.0 | 10.0 | 4.0 | 3.0 | 2138.0 | 440.0 | 463.0 | 48.7 |
| 9 | Lorient | 30.0 | 46.6 | 38.0 | 418.0 | 3420.0 | 49.0 | 32.0 | 4.0 | 6.0 | 48.0 | 4.0 | 1.29 | 0.84 | 2.13 | 1.18 | 2.03 | 44.5 | 39.8 | 1.17 | 1.05 | 38.0 | 38.0 | 3420.0 | 53.0 | 1.39 | 182.0 | 130.0 | 72.0 | 15.0 | 10.0 | 13.0 | 8.0 | 21.1 | 2.0 | 2.0 | 0.0 | 0.0 | 38.0 | 2.0 | 6.0 | 1.0 | 52.4 | 0.28 | 0.4 | 0.01 | 142.0 | 404.0 | 35.1 | 944.0 | 186.0 | 30.0 | 30.8 | 257.0 | 47.1 | 37.0 | 725.0 | 33.0 | 4.6 | 16.0 | 0.42 | 9.6 | 149.0 | 16.0 | 37.5 | 3.92 | 0.11 | 0.3 | 0.1 | 4.5 | 5.2 | 14837.0 | 18087.0 | 82.0 | 248618.0 | 91944.0 | 6810.0 | 7694.0 | 88.5 | 6246.0 | 7147.0 | 87.4 | 1173.0 | 2192.0 | 53.5 | 295.0 | 994.0 | 240.0 | 38.0 | 1329.0 | 16255.0 | 1783.0 | 540.0 | 48.0 | 55.0 | 434.0 | 145.0 | 60.0 | 52.0 | 2.0 | 658.0 | 49.0 | 334.0 | 705.0 | 18.55 | 505.0 | 43.0 | 38.0 | 38.0 | 86.0 | 2.26 | 52.0 | 6.0 | 5.0 | 6.0 | 2.0 | 736.0 | 420.0 | 409.0 | 244.0 | 83.0 | 484.0 | 141.0 | 343.0 | 369.0 | 849.0 | 17.0 | 22605.0 | 2854.0 | 8346.0 | 10039.0 | 4473.0 | 695.0 | 22599.0 | 16379.0 | 753.0 | 592.0 | 175.0 | 14727.0 | 596.0 | 332.0 | 3.0 | 397.0 | 501.0 | 49.0 | 5.0 | 2.0 | 1.0 | 2019.0 | 407.0 | 479.0 | 45.9 |
| 10 | Lyon | 29.0 | 58.1 | 38.0 | 418.0 | 3420.0 | 63.0 | 45.0 | 6.0 | 8.0 | 61.0 | 3.0 | 1.66 | 1.18 | 2.84 | 1.5 | 2.68 | 61.1 | 54.8 | 1.61 | 1.44 | 38.0 | 38.0 | 3417.0 | 47.0 | 1.24 | 155.0 | 111.0 | 76.8 | 18.0 | 8.0 | 12.0 | 8.0 | 21.1 | 11.0 | 11.0 | 0.0 | 0.0 | 38.0 | 2.0 | 5.0 | 3.0 | 50.2 | 0.26 | 6.2 | 0.16 | 126.0 | 366.0 | 34.4 | 1016.0 | 164.0 | 29.7 | 31.3 | 230.0 | 27.8 | 30.6 | 436.0 | 25.0 | 5.7 | 35.0 | 0.92 | 14.7 | 199.0 | 18.0 | 38.9 | 5.24 | 0.11 | 0.29 | 0.11 | 1.9 | 2.2 | 18956.0 | 22698.0 | 83.5 | 326617.0 | 110346.0 | 8477.0 | 9572.0 | 88.6 | 8134.0 | 9170.0 | 88.7 | 1688.0 | 2738.0 | 61.7 | 393.0 | 1575.0 | 381.0 | 76.0 | 1883.0 | 20857.0 | 1784.0 | 521.0 | 65.0 | 101.0 | 649.0 | 184.0 | 71.0 | 68.0 | 0.0 | 758.0 | 57.0 | 395.0 | 902.0 | 23.74 | 668.0 | 67.0 | 52.0 | 39.0 | 109.0 | 2.87 | 85.0 | 6.0 | 8.0 | 6.0 | 1.0 | 723.0 | 423.0 | 306.0 | 282.0 | 135.0 | 433.0 | 107.0 | 326.0 | 481.0 | 542.0 | 12.0 | 27048.0 | 2207.0 | 7251.0 | 13396.0 | 6634.0 | 1041.0 | 27040.0 | 20488.0 | 709.0 | 719.0 | 233.0 | 18817.0 | 618.0 | 371.0 | 1.0 | 500.0 | 453.0 | 57.0 | 5.0 | 11.0 | 3.0 | 2144.0 | 452.0 | 438.0 | 50.8 |
| 11 | Marseille | 30.0 | 56.7 | 38.0 | 418.0 | 3420.0 | 61.0 | 38.0 | 6.0 | 7.0 | 63.0 | 4.0 | 1.61 | 1.0 | 2.61 | 1.45 | 2.45 | 65.3 | 60.0 | 1.72 | 1.58 | 38.0 | 38.0 | 3420.0 | 40.0 | 1.05 | 142.0 | 105.0 | 75.4 | 22.0 | 7.0 | 9.0 | 10.0 | 26.3 | 5.0 | 5.0 | 0.0 | 0.0 | 38.0 | 0.0 | 7.0 | 3.0 | 37.7 | 0.24 | 0.7 | 0.02 | 123.0 | 371.0 | 33.2 | 1106.0 | 163.0 | 24.4 | 30.5 | 213.0 | 47.4 | 38.8 | 443.0 | 25.0 | 5.6 | 44.0 | 1.16 | 15.7 | 173.0 | 16.0 | 31.7 | 4.55 | 0.1 | 0.32 | 0.11 | -4.3 | -5.0 | 16817.0 | 20689.0 | 81.3 | 300757.0 | 97471.0 | 7113.0 | 8165.0 | 87.1 | 7385.0 | 8560.0 | 86.3 | 1744.0 | 2795.0 | 62.4 | 397.0 | 1555.0 | 443.0 | 98.0 | 1919.0 | 18914.0 | 1707.0 | 448.0 | 72.0 | 149.0 | 751.0 | 209.0 | 107.0 | 50.0 | 0.0 | 723.0 | 68.0 | 359.0 | 954.0 | 25.11 | 693.0 | 71.0 | 71.0 | 38.0 | 98.0 | 2.58 | 55.0 | 8.0 | 16.0 | 6.0 | 4.0 | 685.0 | 404.0 | 271.0 | 304.0 | 110.0 | 366.0 | 101.0 | 265.0 | 420.0 | 570.0 | 11.0 | 24839.0 | 2007.0 | 6525.0 | 11697.0 | 6878.0 | 1000.0 | 24832.0 | 18366.0 | 759.0 | 639.0 | 172.0 | 16633.0 | 598.0 | 360.0 | 1.0 | 533.0 | 419.0 | 68.0 | 3.0 | 5.0 | 3.0 | 2291.0 | 491.0 | 484.0 | 50.4 |
| 12 | Monaco | 27.0 | 48.2 | 38.0 | 418.0 | 3420.0 | 69.0 | 47.0 | 5.0 | 8.0 | 64.0 | 5.0 | 1.82 | 1.24 | 3.05 | 1.68 | 2.92 | 62.1 | 55.7 | 1.63 | 1.47 | 38.0 | 38.0 | 3420.0 | 58.0 | 1.53 | 195.0 | 140.0 | 72.8 | 19.0 | 8.0 | 11.0 | 9.0 | 23.7 | 5.0 | 5.0 | 0.0 | 0.0 | 38.0 | 1.0 | 4.0 | 3.0 | 49.5 | 0.24 | -5.5 | -0.14 | 189.0 | 445.0 | 42.5 | 875.0 | 203.0 | 32.2 | 32.8 | 266.0 | 61.3 | 45.6 | 454.0 | 36.0 | 7.9 | 33.0 | 0.87 | 12.7 | 199.0 | 10.0 | 42.3 | 5.24 | 0.14 | 0.32 | 0.12 | 6.9 | 8.3 | 14414.0 | 18378.0 | 78.4 | 263795.0 | 99640.0 | 5987.0 | 7079.0 | 84.6 | 6203.0 | 7320.0 | 84.7 | 1718.0 | 2930.0 | 58.6 | 358.0 | 1373.0 | 374.0 | 59.0 | 1820.0 | 16574.0 | 1720.0 | 457.0 | 46.0 | 137.0 | 661.0 | 166.0 | 80.0 | 72.0 | 1.0 | 730.0 | 84.0 | 356.0 | 834.0 | 21.95 | 620.0 | 69.0 | 46.0 | 35.0 | 117.0 | 3.08 | 78.0 | 9.0 | 11.0 | 9.0 | 3.0 | 696.0 | 400.0 | 284.0 | 310.0 | 102.0 | 459.0 | 120.0 | 339.0 | 426.0 | 549.0 | 14.0 | 22398.0 | 2069.0 | 5963.0 | 10799.0 | 5891.0 | 918.0 | 22390.0 | 15973.0 | 719.0 | 590.0 | 183.0 | 14273.0 | 550.0 | 345.0 | 3.0 | 488.0 | 411.0 | 84.0 | 8.0 | 5.0 | 3.0 | 2203.0 | 515.0 | 457.0 | 53.0 |
| 13 | Montpellier | 31.0 | 45.8 | 38.0 | 418.0 | 3420.0 | 64.0 | 41.0 | 7.0 | 7.0 | 68.0 | 10.0 | 1.68 | 1.08 | 2.76 | 1.5 | 2.58 | 52.2 | 46.7 | 1.37 | 1.23 | 38.0 | 38.0 | 3420.0 | 62.0 | 1.63 | 202.0 | 138.0 | 72.3 | 15.0 | 5.0 | 18.0 | 11.0 | 28.9 | 11.0 | 6.0 | 4.0 | 1.0 | 38.0 | 0.0 | 6.0 | 2.0 | 64.7 | 0.28 | 4.7 | 0.12 | 201.0 | 583.0 | 34.5 | 938.0 | 172.0 | 42.5 | 35.9 | 299.0 | 61.5 | 45.4 | 572.0 | 34.0 | 5.9 | 27.0 | 0.71 | 11.2 | 165.0 | 22.0 | 37.9 | 4.34 | 0.13 | 0.35 | 0.11 | 11.8 | 10.3 | 12420.0 | 16221.0 | 76.6 | 223908.0 | 86793.0 | 5391.0 | 6416.0 | 84.0 | 4978.0 | 5904.0 | 84.3 | 1511.0 | 2866.0 | 52.7 | 310.0 | 906.0 | 215.0 | 60.0 | 1250.0 | 14249.0 | 1901.0 | 555.0 | 38.0 | 123.0 | 673.0 | 195.0 | 85.0 | 87.0 | 2.0 | 749.0 | 71.0 | 319.0 | 748.0 | 19.68 | 515.0 | 74.0 | 49.0 | 52.0 | 106.0 | 2.79 | 77.0 | 5.0 | 11.0 | 8.0 | 1.0 | 684.0 | 413.0 | 362.0 | 249.0 | 73.0 | 448.0 | 121.0 | 327.0 | 404.0 | 686.0 | 9.0 | 20469.0 | 2351.0 | 6847.0 | 9513.0 | 4378.0 | 670.0 | 20462.0 | 13886.0 | 556.0 | 494.0 | 150.0 | 12321.0 | 594.0 | 362.0 | 1.0 | 488.0 | 523.0 | 71.0 | 6.0 | 11.0 | 2.0 | 2095.0 | 480.0 | 553.0 | 46.5 |
| 14 | Nantes | 29.0 | 45.9 | 38.0 | 418.0 | 3420.0 | 35.0 | 27.0 | 3.0 | 5.0 | 65.0 | 4.0 | 0.92 | 0.71 | 1.63 | 0.84 | 1.55 | 42.8 | 39.0 | 1.13 | 1.03 | 38.0 | 38.0 | 3419.0 | 55.0 | 1.45 | 185.0 | 134.0 | 75.1 | 7.0 | 15.0 | 16.0 | 11.0 | 28.9 | 9.0 | 9.0 | 0.0 | 0.0 | 38.0 | 1.0 | 6.0 | 4.0 | 56.3 | 0.26 | 5.3 | 0.14 | 194.0 | 525.0 | 37.0 | 962.0 | 211.0 | 36.9 | 35.4 | 253.0 | 67.2 | 49.2 | 504.0 | 43.0 | 8.5 | 39.0 | 1.03 | 12.2 | 151.0 | 16.0 | 34.1 | 3.97 | 0.07 | 0.21 | 0.09 | -7.8 | -7.0 | 13283.0 | 17169.0 | 77.4 | 249004.0 | 92349.0 | 5334.0 | 6308.0 | 84.6 | 5788.0 | 6906.0 | 83.8 | 1710.0 | 3062.0 | 55.8 | 330.0 | 1217.0 | 248.0 | 103.0 | 1565.0 | 15386.0 | 1729.0 | 462.0 | 17.0 | 121.0 | 820.0 | 196.0 | 77.0 | 89.0 | 0.0 | 725.0 | 54.0 | 313.0 | 771.0 | 20.29 | 558.0 | 70.0 | 49.0 | 33.0 | 63.0 | 1.66 | 45.0 | 6.0 | 4.0 | 4.0 | 1.0 | 709.0 | 431.0 | 367.0 | 249.0 | 93.0 | 427.0 | 107.0 | 320.0 | 431.0 | 731.0 | 8.0 | 21497.0 | 2310.0 | 6504.0 | 10417.0 | 4849.0 | 726.0 | 21492.0 | 14771.0 | 705.0 | 483.0 | 154.0 | 13142.0 | 553.0 | 350.0 | 2.0 | 481.0 | 414.0 | 54.0 | 3.0 | 9.0 | 4.0 | 2075.0 | 592.0 | 598.0 | 49.7 |
| 15 | Nice | 34.0 | 51.5 | 38.0 | 418.0 | 3420.0 | 47.0 | 32.0 | 6.0 | 7.0 | 53.0 | 3.0 | 1.24 | 0.84 | 2.08 | 1.08 | 1.92 | 57.2 | 51.8 | 1.51 | 1.36 | 38.0 | 38.0 | 3420.0 | 37.0 | 0.97 | 147.0 | 109.0 | 76.9 | 15.0 | 13.0 | 10.0 | 11.0 | 28.9 | 5.0 | 3.0 | 1.0 | 1.0 | 38.0 | 2.0 | 5.0 | 0.0 | 39.0 | 0.24 | 2.0 | 0.05 | 178.0 | 408.0 | 43.6 | 958.0 | 130.0 | 30.2 | 32.5 | 296.0 | 40.2 | 36.2 | 481.0 | 26.0 | 5.4 | 26.0 | 0.68 | 13.0 | 187.0 | 11.0 | 36.9 | 4.92 | 0.08 | 0.22 | 0.1 | -10.2 | -10.8 | 17325.0 | 20784.0 | 83.4 | 302310.0 | 104293.0 | 7763.0 | 8659.0 | 89.7 | 7395.0 | 8322.0 | 88.9 | 1612.0 | 2744.0 | 58.7 | 389.0 | 1195.0 | 294.0 | 81.0 | 1534.0 | 19059.0 | 1674.0 | 442.0 | 53.0 | 93.0 | 690.0 | 193.0 | 88.0 | 60.0 | 0.0 | 656.0 | 51.0 | 368.0 | 894.0 | 23.53 | 654.0 | 77.0 | 55.0 | 25.0 | 82.0 | 2.16 | 52.0 | 6.0 | 10.0 | 4.0 | 0.0 | 818.0 | 467.0 | 415.0 | 295.0 | 108.0 | 419.0 | 115.0 | 304.0 | 413.0 | 588.0 | 9.0 | 25011.0 | 2520.0 | 8118.0 | 11897.0 | 5306.0 | 801.0 | 25004.0 | 18764.0 | 774.0 | 663.0 | 168.0 | 17175.0 | 547.0 | 384.0 | 1.0 | 383.0 | 376.0 | 51.0 | 5.0 | 5.0 | 0.0 | 2143.0 | 392.0 | 365.0 | 51.8 |
| 16 | Paris S-G | 26.0 | 60.7 | 38.0 | 418.0 | 3420.0 | 86.0 | 62.0 | 5.0 | 7.0 | 57.0 | 5.0 | 2.26 | 1.63 | 3.89 | 2.13 | 3.76 | 78.2 | 72.6 | 2.06 | 1.91 | 38.0 | 38.0 | 3420.0 | 40.0 | 1.05 | 160.0 | 120.0 | 76.3 | 27.0 | 4.0 | 7.0 | 13.0 | 34.2 | 5.0 | 2.0 | 1.0 | 2.0 | 38.0 | 1.0 | 3.0 | 1.0 | 43.3 | 0.26 | 4.3 | 0.11 | 54.0 | 148.0 | 36.5 | 731.0 | 167.0 | 14.9 | 23.8 | 208.0 | 18.8 | 24.0 | 437.0 | 33.0 | 7.6 | 27.0 | 0.71 | 12.1 | 242.0 | 28.0 | 43.1 | 6.37 | 0.14 | 0.33 | 0.13 | 7.8 | 8.4 | 23694.0 | 26476.0 | 89.5 | 370887.0 | 117063.0 | 12058.0 | 13038.0 | 92.5 | 8984.0 | 9684.0 | 92.8 | 1551.0 | 2115.0 | 73.3 | 435.0 | 1901.0 | 479.0 | 46.0 | 2029.0 | 24872.0 | 1527.0 | 458.0 | 149.0 | 109.0 | 399.0 | 204.0 | 74.0 | 61.0 | 0.0 | 537.0 | 77.0 | 368.0 | 1024.0 | 26.95 | 791.0 | 60.0 | 58.0 | 47.0 | 151.0 | 3.97 | 116.0 | 5.0 | 11.0 | 8.0 | 2.0 | 612.0 | 362.0 | 253.0 | 255.0 | 104.0 | 378.0 | 109.0 | 269.0 | 296.0 | 432.0 | 20.0 | 30202.0 | 2265.0 | 7245.0 | 15502.0 | 7723.0 | 1130.0 | 30195.0 | 24951.0 | 810.0 | 842.0 | 238.0 | 23544.0 | 445.0 | 392.0 | 2.0 | 380.0 | 416.0 | 77.0 | 5.0 | 5.0 | 1.0 | 1938.0 | 245.0 | 201.0 | 54.9 |
| 17 | Reims | 34.0 | 48.7 | 38.0 | 418.0 | 3420.0 | 45.0 | 31.0 | 7.0 | 8.0 | 70.0 | 9.0 | 1.18 | 0.82 | 2.0 | 1.0 | 1.82 | 61.5 | 55.2 | 1.62 | 1.45 | 38.0 | 38.0 | 3420.0 | 45.0 | 1.18 | 166.0 | 123.0 | 74.7 | 12.0 | 15.0 | 11.0 | 14.0 | 36.8 | 3.0 | 3.0 | 0.0 | 0.0 | 38.0 | 2.0 | 4.0 | 2.0 | 48.8 | 0.28 | 5.8 | 0.15 | 165.0 | 402.0 | 41.0 | 1026.0 | 216.0 | 30.7 | 32.4 | 244.0 | 35.7 | 35.3 | 533.0 | 48.0 | 9.0 | 39.0 | 1.03 | 12.6 | 165.0 | 17.0 | 32.0 | 4.34 | 0.07 | 0.23 | 0.11 | -16.5 | -17.2 | 13670.0 | 17565.0 | 77.8 | 255023.0 | 95219.0 | 5346.0 | 6462.0 | 82.7 | 6288.0 | 7422.0 | 84.7 | 1634.0 | 2771.0 | 59.0 | 383.0 | 1234.0 | 323.0 | 87.0 | 1717.0 | 15706.0 | 1774.0 | 475.0 | 72.0 | 140.0 | 707.0 | 178.0 | 56.0 | 79.0 | 0.0 | 777.0 | 85.0 | 354.0 | 900.0 | 23.68 | 687.0 | 54.0 | 54.0 | 33.0 | 79.0 | 2.08 | 55.0 | 2.0 | 7.0 | 7.0 | 0.0 | 703.0 | 407.0 | 338.0 | 259.0 | 106.0 | 468.0 | 127.0 | 341.0 | 397.0 | 633.0 | 15.0 | 22018.0 | 2275.0 | 6937.0 | 10012.0 | 5357.0 | 823.0 | 22010.0 | 15457.0 | 712.0 | 535.0 | 187.0 | 13524.0 | 675.0 | 379.0 | 2.0 | 507.0 | 423.0 | 85.0 | 7.0 | 3.0 | 2.0 | 2368.0 | 472.0 | 465.0 | 50.4 |
| 18 | Rennes | 32.0 | 55.4 | 38.0 | 418.0 | 3420.0 | 66.0 | 47.0 | 3.0 | 3.0 | 58.0 | 6.0 | 1.74 | 1.24 | 2.97 | 1.66 | 2.89 | 61.4 | 59.0 | 1.62 | 1.55 | 38.0 | 38.0 | 3420.0 | 39.0 | 1.03 | 126.0 | 86.0 | 71.4 | 21.0 | 5.0 | 12.0 | 13.0 | 34.2 | 5.0 | 3.0 | 2.0 | 0.0 | 38.0 | 0.0 | 7.0 | 1.0 | 38.9 | 0.28 | 0.9 | 0.02 | 186.0 | 487.0 | 38.2 | 1131.0 | 180.0 | 31.4 | 31.7 | 227.0 | 58.1 | 43.0 | 457.0 | 40.0 | 8.8 | 56.0 | 1.47 | 16.4 | 189.0 | 15.0 | 35.9 | 4.97 | 0.12 | 0.33 | 0.12 | 4.6 | 4.0 | 17618.0 | 21193.0 | 83.1 | 329357.0 | 104782.0 | 6547.0 | 7582.0 | 86.3 | 8678.0 | 9724.0 | 89.2 | 1943.0 | 2973.0 | 65.4 | 396.0 | 1422.0 | 378.0 | 75.0 | 1922.0 | 19509.0 | 1630.0 | 464.0 | 51.0 | 104.0 | 564.0 | 174.0 | 63.0 | 78.0 | 0.0 | 683.0 | 54.0 | 354.0 | 932.0 | 24.53 | 679.0 | 69.0 | 66.0 | 30.0 | 114.0 | 3.0 | 79.0 | 3.0 | 9.0 | 6.0 | 2.0 | 600.0 | 335.0 | 255.0 | 251.0 | 94.0 | 392.0 | 91.0 | 301.0 | 341.0 | 587.0 | 10.0 | 25212.0 | 2030.0 | 6550.0 | 12749.0 | 6163.0 | 1000.0 | 25209.0 | 19035.0 | 774.0 | 709.0 | 208.0 | 17479.0 | 565.0 | 337.0 | 2.0 | 465.0 | 379.0 | 54.0 | 3.0 | 5.0 | 1.0 | 2035.0 | 538.0 | 520.0 | 50.9 |
| 19 | Strasbourg | 29.0 | 45.9 | 38.0 | 418.0 | 3420.0 | 48.0 | 28.0 | 5.0 | 7.0 | 73.0 | 7.0 | 1.26 | 0.74 | 2.0 | 1.13 | 1.87 | 48.5 | 42.8 | 1.28 | 1.13 | 38.0 | 38.0 | 3420.0 | 59.0 | 1.55 | 174.0 | 115.0 | 71.8 | 9.0 | 13.0 | 16.0 | 6.0 | 15.8 | 11.0 | 10.0 | 0.0 | 1.0 | 38.0 | 1.0 | 6.0 | 0.0 | 56.5 | 0.27 | -2.5 | -0.06 | 159.0 | 455.0 | 34.9 | 775.0 | 130.0 | 44.8 | 36.9 | 196.0 | 55.1 | 43.9 | 504.0 | 31.0 | 6.2 | 32.0 | 0.84 | 12.8 | 150.0 | 21.0 | 33.9 | 3.95 | 0.1 | 0.29 | 0.1 | -0.5 | 0.2 | 13337.0 | 17277.0 | 77.2 | 243280.0 | 88687.0 | 5565.0 | 6548.0 | 85.0 | 5799.0 | 6916.0 | 83.8 | 1518.0 | 2902.0 | 52.3 | 324.0 | 1110.0 | 313.0 | 97.0 | 1351.0 | 15473.0 | 1761.0 | 555.0 | 49.0 | 131.0 | 647.0 | 143.0 | 45.0 | 75.0 | 1.0 | 740.0 | 43.0 | 324.0 | 774.0 | 20.37 | 550.0 | 69.0 | 45.0 | 53.0 | 78.0 | 2.05 | 52.0 | 2.0 | 9.0 | 7.0 | 3.0 | 690.0 | 409.0 | 316.0 | 284.0 | 90.0 | 423.0 | 98.0 | 325.0 | 437.0 | 688.0 | 5.0 | 21567.0 | 2088.0 | 6402.0 | 10381.0 | 5043.0 | 755.0 | 21560.0 | 14701.0 | 610.0 | 604.0 | 131.0 | 13215.0 | 589.0 | 313.0 | 2.0 | 529.0 | 474.0 | 43.0 | 6.0 | 11.0 | 0.0 | 2132.0 | 677.0 | 573.0 | 54.2 |
| 20 | Toulouse | 29.0 | 51.3 | 38.0 | 418.0 | 3420.0 | 50.0 | 33.0 | 4.0 | 4.0 | 62.0 | 3.0 | 1.32 | 0.87 | 2.18 | 1.21 | 2.08 | 52.5 | 49.4 | 1.38 | 1.3 | 38.0 | 38.0 | 3420.0 | 57.0 | 1.5 | 179.0 | 122.0 | 70.4 | 13.0 | 9.0 | 16.0 | 9.0 | 23.7 | 7.0 | 4.0 | 3.0 | 0.0 | 38.0 | 2.0 | 8.0 | 3.0 | 54.2 | 0.28 | 0.2 | 0.01 | 136.0 | 363.0 | 37.5 | 1006.0 | 176.0 | 24.4 | 29.5 | 264.0 | 44.7 | 37.2 | 517.0 | 30.0 | 5.8 | 21.0 | 0.55 | 10.1 | 171.0 | 19.0 | 37.7 | 4.5 | 0.1 | 0.27 | 0.11 | -2.5 | -3.4 | 15392.0 | 19236.0 | 80.0 | 275031.0 | 102525.0 | 6715.0 | 7800.0 | 86.1 | 6477.0 | 7508.0 | 86.3 | 1671.0 | 2815.0 | 59.4 | 329.0 | 1259.0 | 297.0 | 59.0 | 1737.0 | 17352.0 | 1810.0 | 453.0 | 38.0 | 201.0 | 660.0 | 201.0 | 71.0 | 113.0 | 0.0 | 739.0 | 74.0 | 422.0 | 768.0 | 20.21 | 558.0 | 70.0 | 66.0 | 33.0 | 81.0 | 2.13 | 59.0 | 5.0 | 10.0 | 4.0 | 0.0 | 716.0 | 406.0 | 349.0 | 264.0 | 103.0 | 476.0 | 138.0 | 338.0 | 409.0 | 656.0 | 15.0 | 23432.0 | 2448.0 | 7418.0 | 10853.0 | 5373.0 | 773.0 | 23428.0 | 16785.0 | 648.0 | 533.0 | 150.0 | 15271.0 | 554.0 | 303.0 | 3.0 | 473.0 | 413.0 | 74.0 | 2.0 | 7.0 | 3.0 | 2168.0 | 483.0 | 460.0 | 51.2 |
| 21 | Troyes | 32.0 | 42.6 | 38.0 | 418.0 | 3420.0 | 43.0 | 26.0 | 5.0 | 5.0 | 55.0 | 5.0 | 1.13 | 0.68 | 1.82 | 1.0 | 1.68 | 39.1 | 35.6 | 1.03 | 0.94 | 38.0 | 38.0 | 3418.0 | 81.0 | 2.13 | 228.0 | 148.0 | 67.5 | 4.0 | 12.0 | 22.0 | 1.0 | 2.6 | 8.0 | 7.0 | 1.0 | 0.0 | 38.0 | 0.0 | 10.0 | 2.0 | 71.3 | 0.29 | -7.7 | -0.2 | 146.0 | 518.0 | 28.2 | 942.0 | 185.0 | 36.1 | 33.7 | 319.0 | 55.8 | 42.7 | 650.0 | 45.0 | 6.9 | 22.0 | 0.58 | 10.1 | 130.0 | 8.0 | 33.3 | 3.42 | 0.1 | 0.29 | 0.09 | 3.9 | 2.4 | 12751.0 | 16193.0 | 78.7 | 226331.0 | 85483.0 | 5580.0 | 6477.0 | 86.2 | 5447.0 | 6399.0 | 85.1 | 1278.0 | 2441.0 | 52.4 | 303.0 | 941.0 | 206.0 | 63.0 | 1235.0 | 14416.0 | 1720.0 | 477.0 | 35.0 | 128.0 | 517.0 | 148.0 | 79.0 | 35.0 | 0.0 | 650.0 | 57.0 | 327.0 | 696.0 | 18.32 | 503.0 | 59.0 | 40.0 | 34.0 | 72.0 | 1.89 | 48.0 | 3.0 | 8.0 | 7.0 | 0.0 | 608.0 | 361.0 | 333.0 | 207.0 | 68.0 | 416.0 | 144.0 | 272.0 | 398.0 | 779.0 | 5.0 | 20380.0 | 2819.0 | 7826.0 | 8833.0 | 3993.0 | 590.0 | 20375.0 | 14238.0 | 638.0 | 481.0 | 144.0 | 12642.0 | 531.0 | 341.0 | 1.0 | 402.0 | 404.0 | 57.0 | 4.0 | 8.0 | 2.0 | 1986.0 | 476.0 | 495.0 | 49.0 |