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 | Angers | 31.0 | 46.4 | 38.0 | 418.0 | 3420.0 | 40.0 | 23.0 | 5.0 | 6.0 | 65.0 | 2.0 | 1.05 | 0.61 | 1.66 | 0.92 | 1.53 | 41.6 | 36.9 | 1.1 | 0.97 | 38.0 | 38.0 | 3420.0 | 58.0 | 1.53 | 139.0 | 82.0 | 63.3 | 12.0 | 8.0 | 18.0 | 9.0 | 23.7 | 8.0 | 7.0 | 1.0 | 0.0 | 38.0 | 0.0 | 5.0 | 1.0 | 53.5 | 0.33 | -3.5 | -0.09 | 143.0 | 456.0 | 31.4 | 712.0 | 214.0 | 37.5 | 35.2 | 269.0 | 70.3 | 50.9 | 516.0 | 19.0 | 3.7 | 17.0 | 0.45 | 11.3 | 135.0 | 18.0 | 33.7 | 3.55 | 0.09 | 0.26 | 0.09 | -1.6 | -1.9 | 14883.0 | 18822.0 | 79.1 | 260279.0 | 99308.0 | 6976.0 | 7852.0 | 88.8 | 5985.0 | 7038.0 | 85.0 | 1531.0 | 2897.0 | 52.8 | 294.0 | 1059.0 | 221.0 | 62.0 | 1435.0 | 16876.0 | 1907.0 | 551.0 | 30.0 | 135.0 | 662.0 | 168.0 | 68.0 | 78.0 | 1.0 | 824.0 | 39.0 | 355.0 | 706.0 | 18.58 | 525.0 | 48.0 | 38.0 | 42.0 | 66.0 | 1.74 | 42.0 | 8.0 | 5.0 | 7.0 | 2.0 | 626.0 | 376.0 | 302.0 | 256.0 | 68.0 | 330.0 | 78.0 | 252.0 | 443.0 | 654.0 | 1.0 | 22924.0 | 1893.0 | 6979.0 | 11326.0 | 4872.0 | 574.0 | 22918.0 | 13323.0 | 614.0 | 485.0 | 118.0 | 14792.0 | 635.0 | 394.0 | 1.0 | 461.0 | 483.0 | 39.0 | 6.0 | 8.0 | 1.0 | 2074.0 | 477.0 | 562.0 | 45.9 |
| 3 | Bordeaux | 28.0 | 49.8 | 38.0 | 418.0 | 3420.0 | 41.0 | 32.0 | 4.0 | 4.0 | 78.0 | 4.0 | 1.08 | 0.84 | 1.92 | 0.97 | 1.82 | 43.5 | 40.4 | 1.14 | 1.06 | 38.0 | 38.0 | 3420.0 | 56.0 | 1.47 | 156.0 | 100.0 | 68.6 | 13.0 | 6.0 | 19.0 | 14.0 | 36.8 | 8.0 | 7.0 | 1.0 | 0.0 | 38.0 | 2.0 | 6.0 | 1.0 | 48.2 | 0.26 | -6.8 | -0.18 | 264.0 | 610.0 | 43.3 | 1034.0 | 144.0 | 40.0 | 35.3 | 292.0 | 67.1 | 47.6 | 560.0 | 16.0 | 2.9 | 30.0 | 0.79 | 13.2 | 137.0 | 20.0 | 32.9 | 3.61 | 0.09 | 0.27 | 0.1 | -2.5 | -3.4 | 15862.0 | 19490.0 | 81.4 | 283184.0 | 102852.0 | 7065.0 | 7953.0 | 88.8 | 6665.0 | 7634.0 | 87.3 | 1694.0 | 2878.0 | 58.9 | 319.0 | 978.0 | 186.0 | 57.0 | 1303.0 | 17533.0 | 1908.0 | 534.0 | 16.0 | 146.0 | 609.0 | 174.0 | 81.0 | 58.0 | 0.0 | 814.0 | 49.0 | 318.0 | 740.0 | 19.47 | 476.0 | 82.0 | 45.0 | 57.0 | 76.0 | 2.0 | 45.0 | 10.0 | 5.0 | 9.0 | 1.0 | 567.0 | 329.0 | 294.0 | 212.0 | 61.0 | 383.0 | 123.0 | 260.0 | 503.0 | 677.0 | 9.0 | 23564.0 | 2361.0 | 7808.0 | 11547.0 | 4454.0 | 603.0 | 23560.0 | 13778.0 | 644.0 | 459.0 | 156.0 | 15747.0 | 614.0 | 396.0 | 2.0 | 465.0 | 480.0 | 49.0 | 3.0 | 8.0 | 1.0 | 1964.0 | 570.0 | 501.0 | 53.2 |
| 4 | Brest | 26.0 | 49.3 | 38.0 | 418.0 | 3420.0 | 48.0 | 31.0 | 3.0 | 4.0 | 62.0 | 4.0 | 1.26 | 0.82 | 2.08 | 1.18 | 2.0 | 50.0 | 46.8 | 1.32 | 1.23 | 38.0 | 38.0 | 3420.0 | 66.0 | 1.74 | 180.0 | 115.0 | 68.3 | 11.0 | 8.0 | 19.0 | 7.0 | 18.4 | 11.0 | 9.0 | 1.0 | 1.0 | 38.0 | 1.0 | 5.0 | 2.0 | 57.5 | 0.27 | -6.5 | -0.17 | 195.0 | 434.0 | 44.9 | 1036.0 | 185.0 | 32.2 | 33.8 | 304.0 | 32.9 | 34.6 | 599.0 | 27.0 | 4.5 | 27.0 | 0.71 | 13.2 | 155.0 | 26.0 | 34.8 | 4.08 | 0.1 | 0.29 | 0.11 | -2.0 | -1.8 | 15437.0 | 19407.0 | 79.5 | 292474.0 | 108202.0 | 6267.0 | 7228.0 | 86.7 | 6798.0 | 7856.0 | 86.5 | 2034.0 | 3384.0 | 60.1 | 337.0 | 1178.0 | 301.0 | 123.0 | 1438.0 | 17412.0 | 1936.0 | 489.0 | 19.0 | 147.0 | 720.0 | 181.0 | 98.0 | 40.0 | 0.0 | 859.0 | 59.0 | 298.0 | 789.0 | 20.76 | 561.0 | 80.0 | 43.0 | 50.0 | 84.0 | 2.21 | 61.0 | 7.0 | 6.0 | 6.0 | 1.0 | 610.0 | 355.0 | 321.0 | 236.0 | 53.0 | 358.0 | 109.0 | 249.0 | 463.0 | 685.0 | 12.0 | 23400.0 | 2617.0 | 8252.0 | 10194.0 | 5202.0 | 723.0 | 23396.0 | 13831.0 | 685.0 | 479.0 | 132.0 | 15317.0 | 561.0 | 285.0 | 1.0 | 491.0 | 434.0 | 59.0 | 4.0 | 11.0 | 2.0 | 1928.0 | 693.0 | 560.0 | 55.3 |
| 5 | Dijon | 33.0 | 46.2 | 38.0 | 418.0 | 3420.0 | 25.0 | 15.0 | 3.0 | 5.0 | 76.0 | 5.0 | 0.66 | 0.39 | 1.05 | 0.58 | 0.97 | 33.7 | 29.9 | 0.89 | 0.79 | 38.0 | 38.0 | 3420.0 | 73.0 | 1.92 | 190.0 | 117.0 | 65.3 | 4.0 | 9.0 | 25.0 | 6.0 | 15.8 | 10.0 | 7.0 | 2.0 | 1.0 | 38.0 | 1.0 | 7.0 | 2.0 | 65.5 | 0.31 | -5.5 | -0.15 | 192.0 | 574.0 | 33.4 | 891.0 | 204.0 | 38.8 | 34.7 | 347.0 | 65.7 | 47.4 | 618.0 | 19.0 | 3.1 | 37.0 | 0.97 | 13.1 | 87.0 | 9.0 | 25.2 | 2.29 | 0.06 | 0.25 | 0.09 | -8.7 | -7.9 | 13949.0 | 17901.0 | 77.9 | 255851.0 | 97593.0 | 5993.0 | 6862.0 | 87.3 | 6025.0 | 7094.0 | 84.9 | 1638.0 | 3054.0 | 53.6 | 253.0 | 936.0 | 185.0 | 56.0 | 1204.0 | 15908.0 | 1939.0 | 502.0 | 17.0 | 113.0 | 569.0 | 146.0 | 68.0 | 71.0 | 0.0 | 832.0 | 54.0 | 314.0 | 587.0 | 15.45 | 398.0 | 64.0 | 35.0 | 42.0 | 40.0 | 1.05 | 21.0 | 5.0 | 6.0 | 4.0 | 1.0 | 601.0 | 367.0 | 329.0 | 225.0 | 47.0 | 351.0 | 112.0 | 239.0 | 471.0 | 729.0 | 16.0 | 21991.0 | 2520.0 | 8132.0 | 10172.0 | 3924.0 | 497.0 | 21986.0 | 12524.0 | 528.0 | 414.0 | 91.0 | 13867.0 | 654.0 | 366.0 | 1.0 | 515.0 | 421.0 | 54.0 | 4.0 | 10.0 | 2.0 | 2041.0 | 530.0 | 628.0 | 45.8 |
| 6 | Lens | 27.0 | 51.1 | 38.0 | 418.0 | 3420.0 | 53.0 | 35.0 | 10.0 | 12.0 | 94.0 | 7.0 | 1.39 | 0.92 | 2.32 | 1.13 | 2.05 | 56.4 | 47.3 | 1.48 | 1.24 | 38.0 | 38.0 | 3420.0 | 54.0 | 1.42 | 143.0 | 92.0 | 69.9 | 15.0 | 12.0 | 11.0 | 8.0 | 21.1 | 11.0 | 11.0 | 0.0 | 0.0 | 38.0 | 0.0 | 6.0 | 3.0 | 46.0 | 0.25 | -5.0 | -0.13 | 189.0 | 507.0 | 37.3 | 783.0 | 147.0 | 48.8 | 37.5 | 266.0 | 47.0 | 38.7 | 494.0 | 17.0 | 3.4 | 32.0 | 0.84 | 14.5 | 133.0 | 22.0 | 30.6 | 3.5 | 0.1 | 0.32 | 0.11 | -3.4 | -4.3 | 15078.0 | 18957.0 | 79.5 | 276447.0 | 96848.0 | 6283.0 | 7229.0 | 86.9 | 6713.0 | 7778.0 | 86.3 | 1682.0 | 2916.0 | 57.7 | 327.0 | 1132.0 | 264.0 | 90.0 | 1567.0 | 17084.0 | 1824.0 | 491.0 | 18.0 | 200.0 | 760.0 | 194.0 | 85.0 | 81.0 | 0.0 | 781.0 | 49.0 | 332.0 | 790.0 | 20.79 | 566.0 | 61.0 | 41.0 | 51.0 | 94.0 | 2.47 | 61.0 | 6.0 | 5.0 | 11.0 | 3.0 | 601.0 | 358.0 | 264.0 | 253.0 | 84.0 | 375.0 | 92.0 | 283.0 | 508.0 | 690.0 | 12.0 | 23098.0 | 2044.0 | 6791.0 | 11442.0 | 5083.0 | 678.0 | 23086.0 | 13085.0 | 743.0 | 499.0 | 122.0 | 14953.0 | 620.0 | 348.0 | 5.0 | 541.0 | 465.0 | 49.0 | 11.0 | 11.0 | 3.0 | 2004.0 | 644.0 | 630.0 | 50.5 |
| 7 | Lille | 21.0 | 53.8 | 38.0 | 418.0 | 3420.0 | 62.0 | 39.0 | 5.0 | 5.0 | 68.0 | 2.0 | 1.63 | 1.03 | 2.66 | 1.5 | 2.53 | 48.5 | 44.5 | 1.28 | 1.17 | 38.0 | 38.0 | 3420.0 | 23.0 | 0.61 | 107.0 | 85.0 | 79.4 | 24.0 | 11.0 | 3.0 | 21.0 | 55.3 | 2.0 | 1.0 | 1.0 | 0.0 | 38.0 | 0.0 | 7.0 | 2.0 | 28.8 | 0.25 | 7.8 | 0.21 | 123.0 | 393.0 | 31.3 | 826.0 | 194.0 | 30.3 | 31.6 | 240.0 | 59.6 | 48.7 | 490.0 | 27.0 | 5.5 | 44.0 | 1.16 | 17.2 | 178.0 | 22.0 | 37.0 | 4.68 | 0.12 | 0.32 | 0.09 | 13.5 | 12.5 | 17886.0 | 21892.0 | 81.7 | 305333.0 | 103853.0 | 8342.0 | 9348.0 | 89.2 | 7195.0 | 8239.0 | 87.3 | 1668.0 | 2938.0 | 56.8 | 365.0 | 1488.0 | 251.0 | 58.0 | 1660.0 | 20037.0 | 1791.0 | 466.0 | 31.0 | 173.0 | 637.0 | 184.0 | 87.0 | 84.0 | 5.0 | 841.0 | 64.0 | 316.0 | 845.0 | 22.24 | 639.0 | 61.0 | 40.0 | 42.0 | 107.0 | 2.82 | 82.0 | 3.0 | 8.0 | 8.0 | 0.0 | 653.0 | 370.0 | 273.0 | 288.0 | 92.0 | 339.0 | 90.0 | 249.0 | 424.0 | 590.0 | 6.0 | 25941.0 | 1898.0 | 6831.0 | 13326.0 | 6020.0 | 726.0 | 25936.0 | 15631.0 | 713.0 | 620.0 | 168.0 | 17767.0 | 622.0 | 380.0 | 1.0 | 487.0 | 450.0 | 64.0 | 5.0 | 2.0 | 2.0 | 2216.0 | 572.0 | 558.0 | 50.6 |
| 8 | Lorient | 27.0 | 44.6 | 38.0 | 418.0 | 3420.0 | 49.0 | 26.0 | 9.0 | 10.0 | 69.0 | 3.0 | 1.29 | 0.68 | 1.97 | 1.05 | 1.74 | 48.6 | 41.4 | 1.28 | 1.09 | 38.0 | 38.0 | 3420.0 | 68.0 | 1.79 | 167.0 | 100.0 | 65.3 | 11.0 | 9.0 | 18.0 | 5.0 | 13.2 | 11.0 | 10.0 | 0.0 | 1.0 | 38.0 | 1.0 | 6.0 | 1.0 | 54.3 | 0.27 | -12.7 | -0.34 | 163.0 | 508.0 | 32.1 | 684.0 | 153.0 | 43.3 | 36.9 | 305.0 | 69.5 | 49.5 | 492.0 | 11.0 | 2.2 | 23.0 | 0.61 | 13.9 | 130.0 | 30.0 | 31.3 | 3.42 | 0.1 | 0.31 | 0.1 | 0.4 | -1.4 | 13171.0 | 17085.0 | 77.1 | 232514.0 | 87993.0 | 6009.0 | 6910.0 | 87.0 | 5392.0 | 6409.0 | 84.1 | 1381.0 | 2801.0 | 49.3 | 289.0 | 910.0 | 191.0 | 55.0 | 1169.0 | 15172.0 | 1867.0 | 480.0 | 21.0 | 110.0 | 606.0 | 176.0 | 62.0 | 89.0 | 1.0 | 800.0 | 46.0 | 287.0 | 726.0 | 19.11 | 498.0 | 62.0 | 53.0 | 58.0 | 80.0 | 2.11 | 47.0 | 4.0 | 11.0 | 12.0 | 1.0 | 722.0 | 424.0 | 353.0 | 303.0 | 66.0 | 422.0 | 114.0 | 308.0 | 527.0 | 670.0 | 11.0 | 21346.0 | 1961.0 | 7224.0 | 10270.0 | 4119.0 | 511.0 | 21336.0 | 11510.0 | 572.0 | 440.0 | 112.0 | 13048.0 | 618.0 | 349.0 | 1.0 | 475.0 | 469.0 | 46.0 | 9.0 | 11.0 | 1.0 | 2064.0 | 507.0 | 586.0 | 46.4 |
| 9 | Lyon | 29.0 | 54.9 | 38.0 | 418.0 | 3420.0 | 76.0 | 46.0 | 11.0 | 11.0 | 66.0 | 10.0 | 2.0 | 1.21 | 3.21 | 1.71 | 2.92 | 81.4 | 73.0 | 2.14 | 1.92 | 38.0 | 38.0 | 3420.0 | 43.0 | 1.13 | 134.0 | 92.0 | 71.6 | 22.0 | 10.0 | 6.0 | 11.0 | 28.9 | 7.0 | 5.0 | 1.0 | 1.0 | 38.0 | 2.0 | 4.0 | 2.0 | 36.3 | 0.23 | -4.7 | -0.12 | 150.0 | 338.0 | 44.4 | 934.0 | 186.0 | 25.9 | 30.3 | 249.0 | 38.6 | 35.6 | 499.0 | 10.0 | 2.0 | 60.0 | 1.58 | 18.3 | 222.0 | 23.0 | 36.9 | 5.84 | 0.11 | 0.29 | 0.12 | -5.4 | -8.0 | 17685.0 | 21396.0 | 82.7 | 304190.0 | 112753.0 | 8261.0 | 9252.0 | 89.3 | 7093.0 | 8148.0 | 87.1 | 1740.0 | 2738.0 | 63.6 | 455.0 | 1444.0 | 426.0 | 77.0 | 1991.0 | 19477.0 | 1856.0 | 479.0 | 36.0 | 135.0 | 710.0 | 232.0 | 54.0 | 88.0 | 2.0 | 814.0 | 63.0 | 319.0 | 1075.0 | 28.29 | 776.0 | 83.0 | 63.0 | 53.0 | 130.0 | 3.42 | 89.0 | 5.0 | 9.0 | 14.0 | 3.0 | 584.0 | 346.0 | 251.0 | 249.0 | 84.0 | 366.0 | 115.0 | 251.0 | 408.0 | 594.0 | 14.0 | 25612.0 | 2063.0 | 6883.0 | 12335.0 | 6638.0 | 1100.0 | 25602.0 | 15200.0 | 805.0 | 622.0 | 245.0 | 17594.0 | 633.0 | 326.0 | 3.0 | 484.0 | 439.0 | 63.0 | 11.0 | 7.0 | 2.0 | 2140.0 | 528.0 | 424.0 | 55.5 |
| 10 | Marseille | 31.0 | 53.6 | 38.0 | 418.0 | 3420.0 | 53.0 | 45.0 | 4.0 | 7.0 | 98.0 | 9.0 | 1.39 | 1.18 | 2.58 | 1.29 | 2.47 | 47.0 | 41.6 | 1.24 | 1.09 | 38.0 | 38.0 | 3420.0 | 47.0 | 1.24 | 132.0 | 86.0 | 66.7 | 16.0 | 12.0 | 10.0 | 8.0 | 21.1 | 3.0 | 3.0 | 0.0 | 0.0 | 38.0 | 1.0 | 7.0 | 1.0 | 40.7 | 0.29 | -5.3 | -0.14 | 143.0 | 491.0 | 29.1 | 1049.0 | 205.0 | 31.6 | 31.6 | 294.0 | 54.1 | 42.5 | 576.0 | 22.0 | 3.8 | 36.0 | 0.95 | 15.2 | 128.0 | 17.0 | 34.2 | 3.37 | 0.13 | 0.38 | 0.11 | 6.0 | 7.4 | 16481.0 | 20532.0 | 80.3 | 280703.0 | 101346.0 | 7937.0 | 8895.0 | 89.2 | 6509.0 | 7552.0 | 86.2 | 1511.0 | 2858.0 | 52.9 | 299.0 | 1196.0 | 228.0 | 52.0 | 1499.0 | 18515.0 | 1965.0 | 572.0 | 17.0 | 182.0 | 647.0 | 174.0 | 95.0 | 66.0 | 2.0 | 840.0 | 52.0 | 344.0 | 672.0 | 17.68 | 487.0 | 59.0 | 31.0 | 49.0 | 97.0 | 2.55 | 68.0 | 9.0 | 4.0 | 10.0 | 3.0 | 655.0 | 391.0 | 266.0 | 302.0 | 87.0 | 365.0 | 105.0 | 260.0 | 442.0 | 710.0 | 12.0 | 24581.0 | 2364.0 | 7705.0 | 12328.0 | 4779.0 | 650.0 | 24574.0 | 14356.0 | 606.0 | 409.0 | 140.0 | 16362.0 | 571.0 | 312.0 | 2.0 | 500.0 | 473.0 | 52.0 | 3.0 | 3.0 | 1.0 | 1898.0 | 552.0 | 534.0 | 50.8 |
| 11 | Metz | 27.0 | 45.2 | 38.0 | 418.0 | 3420.0 | 42.0 | 28.0 | 7.0 | 11.0 | 84.0 | 4.0 | 1.11 | 0.74 | 1.84 | 0.92 | 1.66 | 44.1 | 35.8 | 1.16 | 0.94 | 38.0 | 38.0 | 3419.0 | 48.0 | 1.26 | 150.0 | 102.0 | 76.0 | 12.0 | 11.0 | 15.0 | 8.0 | 21.1 | 13.0 | 12.0 | 1.0 | 0.0 | 38.0 | 1.0 | 4.0 | 1.0 | 46.8 | 0.23 | -0.2 | 0.0 | 220.0 | 566.0 | 38.9 | 823.0 | 210.0 | 42.0 | 37.7 | 317.0 | 69.4 | 51.6 | 591.0 | 41.0 | 6.9 | 49.0 | 1.29 | 15.9 | 127.0 | 31.0 | 29.9 | 3.34 | 0.08 | 0.28 | 0.08 | -2.1 | -0.8 | 13167.0 | 16956.0 | 77.7 | 242610.0 | 90624.0 | 5653.0 | 6462.0 | 87.5 | 5598.0 | 6622.0 | 84.5 | 1579.0 | 2982.0 | 53.0 | 316.0 | 936.0 | 191.0 | 70.0 | 1221.0 | 15135.0 | 1771.0 | 495.0 | 26.0 | 163.0 | 659.0 | 161.0 | 54.0 | 64.0 | 4.0 | 712.0 | 50.0 | 292.0 | 762.0 | 20.05 | 529.0 | 75.0 | 39.0 | 65.0 | 71.0 | 1.87 | 46.0 | 2.0 | 6.0 | 9.0 | 2.0 | 685.0 | 417.0 | 368.0 | 252.0 | 65.0 | 394.0 | 116.0 | 278.0 | 572.0 | 745.0 | 9.0 | 21372.0 | 2166.0 | 7340.0 | 10088.0 | 4182.0 | 529.0 | 21361.0 | 12250.0 | 744.0 | 541.0 | 135.0 | 13076.0 | 695.0 | 381.0 | 1.0 | 516.0 | 474.0 | 50.0 | 6.0 | 13.0 | 1.0 | 2098.0 | 601.0 | 612.0 | 49.5 |
| 12 | Monaco | 30.0 | 55.8 | 38.0 | 418.0 | 3420.0 | 76.0 | 52.0 | 12.0 | 15.0 | 78.0 | 7.0 | 2.0 | 1.37 | 3.37 | 1.68 | 3.05 | 68.7 | 56.9 | 1.81 | 1.5 | 38.0 | 38.0 | 3420.0 | 42.0 | 1.11 | 103.0 | 62.0 | 64.1 | 24.0 | 6.0 | 8.0 | 15.0 | 39.5 | 5.0 | 5.0 | 0.0 | 0.0 | 38.0 | 1.0 | 1.0 | 1.0 | 35.5 | 0.3 | -5.5 | -0.15 | 154.0 | 453.0 | 34.0 | 1088.0 | 136.0 | 30.4 | 32.2 | 242.0 | 50.4 | 42.2 | 416.0 | 10.0 | 2.4 | 75.0 | 1.97 | 19.2 | 160.0 | 21.0 | 34.0 | 4.21 | 0.14 | 0.4 | 0.12 | 7.3 | 7.1 | 17738.0 | 21991.0 | 80.7 | 318971.0 | 108259.0 | 7468.0 | 8476.0 | 88.1 | 8001.0 | 9214.0 | 86.8 | 1824.0 | 3175.0 | 57.4 | 370.0 | 1347.0 | 364.0 | 80.0 | 1750.0 | 20044.0 | 1877.0 | 513.0 | 32.0 | 174.0 | 746.0 | 218.0 | 96.0 | 92.0 | 3.0 | 823.0 | 70.0 | 300.0 | 851.0 | 22.39 | 599.0 | 93.0 | 53.0 | 48.0 | 129.0 | 3.39 | 89.0 | 9.0 | 6.0 | 15.0 | 3.0 | 733.0 | 432.0 | 296.0 | 346.0 | 91.0 | 356.0 | 66.0 | 290.0 | 436.0 | 513.0 | 15.0 | 25954.0 | 2018.0 | 7190.0 | 13087.0 | 5926.0 | 922.0 | 25939.0 | 14599.0 | 757.0 | 511.0 | 159.0 | 17644.0 | 608.0 | 304.0 | 2.0 | 486.0 | 470.0 | 70.0 | 11.0 | 5.0 | 1.0 | 2182.0 | 611.0 | 558.0 | 52.3 |
| 13 | Montpellier | 25.0 | 45.7 | 38.0 | 418.0 | 3420.0 | 60.0 | 42.0 | 2.0 | 5.0 | 65.0 | 7.0 | 1.58 | 1.11 | 2.68 | 1.53 | 2.63 | 51.9 | 48.1 | 1.37 | 1.26 | 38.0 | 38.0 | 3418.0 | 62.0 | 1.63 | 197.0 | 137.0 | 74.6 | 14.0 | 12.0 | 12.0 | 5.0 | 13.2 | 12.0 | 12.0 | 0.0 | 0.0 | 38.0 | 0.0 | 5.0 | 2.0 | 63.2 | 0.27 | 3.2 | 0.08 | 293.0 | 634.0 | 46.2 | 967.0 | 221.0 | 41.8 | 36.4 | 328.0 | 70.1 | 50.4 | 587.0 | 31.0 | 5.3 | 18.0 | 0.47 | 12.9 | 168.0 | 27.0 | 36.6 | 4.42 | 0.13 | 0.35 | 0.11 | 8.1 | 9.9 | 12720.0 | 16620.0 | 76.5 | 250268.0 | 102515.0 | 5028.0 | 5873.0 | 85.6 | 5302.0 | 6391.0 | 83.0 | 2068.0 | 3426.0 | 60.4 | 333.0 | 1010.0 | 250.0 | 121.0 | 1311.0 | 14667.0 | 1905.0 | 477.0 | 12.0 | 194.0 | 807.0 | 184.0 | 68.0 | 95.0 | 4.0 | 817.0 | 48.0 | 308.0 | 788.0 | 20.74 | 519.0 | 91.0 | 52.0 | 65.0 | 104.0 | 2.74 | 70.0 | 8.0 | 10.0 | 7.0 | 0.0 | 529.0 | 334.0 | 301.0 | 183.0 | 45.0 | 372.0 | 150.0 | 222.0 | 420.0 | 705.0 | 14.0 | 20691.0 | 2266.0 | 6960.0 | 9216.0 | 4734.0 | 708.0 | 20686.0 | 11189.0 | 616.0 | 451.0 | 131.0 | 12604.0 | 590.0 | 300.0 | 0.0 | 513.0 | 452.0 | 48.0 | 4.0 | 12.0 | 2.0 | 1876.0 | 657.0 | 643.0 | 50.5 |
| 14 | Nantes | 25.0 | 43.9 | 38.0 | 418.0 | 3420.0 | 47.0 | 28.0 | 8.0 | 9.0 | 70.0 | 4.0 | 1.24 | 0.74 | 1.97 | 1.03 | 1.76 | 49.0 | 42.2 | 1.29 | 1.11 | 38.0 | 38.0 | 3420.0 | 55.0 | 1.45 | 168.0 | 113.0 | 73.2 | 9.0 | 13.0 | 16.0 | 5.0 | 13.2 | 12.0 | 10.0 | 1.0 | 1.0 | 38.0 | 2.0 | 7.0 | 1.0 | 51.2 | 0.24 | -2.8 | -0.07 | 199.0 | 641.0 | 31.0 | 864.0 | 131.0 | 50.2 | 39.9 | 257.0 | 80.5 | 54.8 | 507.0 | 23.0 | 4.5 | 36.0 | 0.95 | 14.9 | 120.0 | 17.0 | 29.9 | 3.16 | 0.1 | 0.33 | 0.11 | -2.0 | -3.2 | 12329.0 | 16543.0 | 74.5 | 217120.0 | 85163.0 | 5715.0 | 6671.0 | 85.7 | 4967.0 | 6140.0 | 80.9 | 1305.0 | 2790.0 | 46.8 | 298.0 | 1100.0 | 176.0 | 49.0 | 1350.0 | 14546.0 | 1943.0 | 569.0 | 19.0 | 114.0 | 678.0 | 178.0 | 106.0 | 65.0 | 1.0 | 846.0 | 54.0 | 305.0 | 699.0 | 18.39 | 476.0 | 66.0 | 36.0 | 50.0 | 78.0 | 2.05 | 49.0 | 4.0 | 7.0 | 8.0 | 0.0 | 697.0 | 385.0 | 357.0 | 270.0 | 70.0 | 391.0 | 107.0 | 284.0 | 464.0 | 707.0 | 6.0 | 20862.0 | 1950.0 | 6158.0 | 10114.0 | 4807.0 | 668.0 | 20853.0 | 10858.0 | 656.0 | 456.0 | 183.0 | 12249.0 | 615.0 | 368.0 | 2.0 | 514.0 | 498.0 | 54.0 | 8.0 | 12.0 | 1.0 | 2066.0 | 671.0 | 700.0 | 48.9 |
| 15 | Nice | 31.0 | 54.3 | 38.0 | 418.0 | 3420.0 | 49.0 | 26.0 | 7.0 | 7.0 | 73.0 | 4.0 | 1.29 | 0.68 | 1.97 | 1.11 | 1.79 | 48.0 | 42.7 | 1.26 | 1.12 | 38.0 | 38.0 | 3420.0 | 53.0 | 1.39 | 176.0 | 123.0 | 73.9 | 15.0 | 7.0 | 16.0 | 9.0 | 23.7 | 7.0 | 7.0 | 0.0 | 0.0 | 38.0 | 1.0 | 11.0 | 0.0 | 50.8 | 0.25 | -2.2 | -0.06 | 91.0 | 286.0 | 31.8 | 919.0 | 180.0 | 21.1 | 27.2 | 300.0 | 30.7 | 32.4 | 572.0 | 24.0 | 4.2 | 20.0 | 0.53 | 13.1 | 138.0 | 17.0 | 34.3 | 3.63 | 0.1 | 0.3 | 0.11 | 1.0 | -0.7 | 18110.0 | 21589.0 | 83.9 | 309199.0 | 101348.0 | 8487.0 | 9373.0 | 90.5 | 7619.0 | 8561.0 | 89.0 | 1563.0 | 2622.0 | 59.6 | 282.0 | 1156.0 | 230.0 | 59.0 | 1531.0 | 19731.0 | 1818.0 | 500.0 | 16.0 | 169.0 | 599.0 | 168.0 | 91.0 | 45.0 | 0.0 | 759.0 | 40.0 | 309.0 | 707.0 | 18.61 | 488.0 | 62.0 | 42.0 | 45.0 | 79.0 | 2.08 | 51.0 | 4.0 | 8.0 | 10.0 | 1.0 | 599.0 | 364.0 | 281.0 | 243.0 | 75.0 | 355.0 | 123.0 | 232.0 | 435.0 | 644.0 | 15.0 | 25536.0 | 2558.0 | 8505.0 | 12382.0 | 4888.0 | 695.0 | 25529.0 | 16018.0 | 784.0 | 510.0 | 168.0 | 18000.0 | 664.0 | 366.0 | 2.0 | 459.0 | 438.0 | 40.0 | 6.0 | 7.0 | 0.0 | 1965.0 | 391.0 | 419.0 | 48.3 |
| 16 | Nîmes | 33.0 | 44.4 | 38.0 | 418.0 | 3420.0 | 40.0 | 26.0 | 7.0 | 8.0 | 60.0 | 5.0 | 1.05 | 0.68 | 1.74 | 0.87 | 1.55 | 43.3 | 37.0 | 1.14 | 0.97 | 38.0 | 38.0 | 3420.0 | 71.0 | 1.87 | 196.0 | 122.0 | 66.8 | 9.0 | 8.0 | 21.0 | 8.0 | 21.1 | 10.0 | 6.0 | 3.0 | 1.0 | 38.0 | 1.0 | 7.0 | 0.0 | 64.1 | 0.29 | -6.9 | -0.18 | 254.0 | 731.0 | 34.7 | 1287.0 | 148.0 | 41.2 | 36.1 | 304.0 | 66.1 | 47.1 | 600.0 | 17.0 | 2.8 | 41.0 | 1.08 | 16.1 | 131.0 | 17.0 | 34.1 | 3.45 | 0.09 | 0.25 | 0.1 | -3.3 | -4.0 | 12696.0 | 16714.0 | 76.0 | 239437.0 | 90404.0 | 5153.0 | 5992.0 | 86.0 | 5509.0 | 6565.0 | 83.9 | 1656.0 | 3200.0 | 51.8 | 285.0 | 903.0 | 199.0 | 58.0 | 1200.0 | 14592.0 | 2072.0 | 594.0 | 13.0 | 167.0 | 617.0 | 161.0 | 68.0 | 68.0 | 5.0 | 902.0 | 50.0 | 291.0 | 639.0 | 16.82 | 432.0 | 67.0 | 36.0 | 46.0 | 64.0 | 1.68 | 44.0 | 1.0 | 3.0 | 9.0 | 0.0 | 625.0 | 372.0 | 301.0 | 244.0 | 80.0 | 407.0 | 122.0 | 285.0 | 501.0 | 710.0 | 17.0 | 21040.0 | 2456.0 | 7793.0 | 9153.0 | 4316.0 | 583.0 | 21032.0 | 11514.0 | 520.0 | 353.0 | 126.0 | 12585.0 | 645.0 | 362.0 | 2.0 | 424.0 | 533.0 | 50.0 | 6.0 | 10.0 | 0.0 | 1906.0 | 517.0 | 671.0 | 43.5 |
| 17 | Paris S-G | 33.0 | 63.1 | 38.0 | 418.0 | 3420.0 | 84.0 | 52.0 | 12.0 | 13.0 | 79.0 | 7.0 | 2.21 | 1.37 | 3.58 | 1.89 | 3.26 | 80.1 | 70.1 | 2.11 | 1.85 | 38.0 | 38.0 | 3420.0 | 28.0 | 0.74 | 131.0 | 103.0 | 79.4 | 26.0 | 4.0 | 8.0 | 19.0 | 50.0 | 2.0 | 1.0 | 1.0 | 0.0 | 38.0 | 0.0 | 2.0 | 1.0 | 37.6 | 0.27 | 10.6 | 0.28 | 73.0 | 166.0 | 44.0 | 758.0 | 164.0 | 16.4 | 26.1 | 227.0 | 18.5 | 26.2 | 430.0 | 0.0 | 0.0 | 37.0 | 0.97 | 17.0 | 200.0 | 33.0 | 35.9 | 5.26 | 0.13 | 0.36 | 0.13 | 3.9 | 1.9 | 22941.0 | 26137.0 | 87.8 | 354458.0 | 118629.0 | 12123.0 | 13008.0 | 93.2 | 8404.0 | 9299.0 | 90.4 | 1439.0 | 2205.0 | 65.3 | 411.0 | 1831.0 | 427.0 | 74.0 | 2089.0 | 24439.0 | 1633.0 | 456.0 | 55.0 | 106.0 | 695.0 | 218.0 | 104.0 | 44.0 | 3.0 | 666.0 | 65.0 | 265.0 | 982.0 | 25.84 | 720.0 | 68.0 | 55.0 | 62.0 | 135.0 | 3.55 | 95.0 | 6.0 | 10.0 | 13.0 | 1.0 | 609.0 | 385.0 | 217.0 | 278.0 | 114.0 | 327.0 | 81.0 | 246.0 | 373.0 | 448.0 | 22.0 | 29991.0 | 2001.0 | 7025.0 | 15634.0 | 7568.0 | 1066.0 | 29978.0 | 18932.0 | 909.0 | 784.0 | 235.0 | 22801.0 | 577.0 | 348.0 | 3.0 | 463.0 | 431.0 | 65.0 | 11.0 | 2.0 | 1.0 | 2052.0 | 355.0 | 300.0 | 54.2 |
| 18 | Reims | 29.0 | 44.9 | 38.0 | 418.0 | 3420.0 | 39.0 | 23.0 | 5.0 | 5.0 | 77.0 | 8.0 | 1.03 | 0.61 | 1.63 | 0.89 | 1.5 | 32.7 | 28.9 | 0.86 | 0.76 | 38.0 | 38.0 | 3420.0 | 50.0 | 1.32 | 168.0 | 117.0 | 73.2 | 9.0 | 15.0 | 14.0 | 10.0 | 26.3 | 8.0 | 5.0 | 2.0 | 1.0 | 38.0 | 0.0 | 7.0 | 1.0 | 51.4 | 0.27 | 2.4 | 0.06 | 197.0 | 655.0 | 30.1 | 1146.0 | 172.0 | 39.4 | 36.5 | 352.0 | 57.7 | 46.2 | 598.0 | 11.0 | 1.8 | 37.0 | 0.97 | 14.7 | 122.0 | 15.0 | 34.1 | 3.21 | 0.09 | 0.28 | 0.08 | 6.3 | 5.1 | 13535.0 | 17170.0 | 78.8 | 258466.0 | 89989.0 | 5325.0 | 6112.0 | 87.1 | 6107.0 | 7064.0 | 86.5 | 1800.0 | 3175.0 | 56.7 | 275.0 | 968.0 | 210.0 | 57.0 | 1246.0 | 15309.0 | 1800.0 | 454.0 | 11.0 | 155.0 | 539.0 | 145.0 | 68.0 | 64.0 | 0.0 | 758.0 | 61.0 | 229.0 | 620.0 | 16.32 | 469.0 | 42.0 | 32.0 | 32.0 | 64.0 | 1.68 | 36.0 | 7.0 | 9.0 | 4.0 | 2.0 | 656.0 | 372.0 | 336.0 | 242.0 | 78.0 | 335.0 | 121.0 | 214.0 | 487.0 | 762.0 | 18.0 | 21328.0 | 2485.0 | 8192.0 | 9133.0 | 4259.0 | 579.0 | 21322.0 | 12006.0 | 698.0 | 463.0 | 148.0 | 13431.0 | 610.0 | 277.0 | 1.0 | 442.0 | 414.0 | 61.0 | 3.0 | 8.0 | 1.0 | 1936.0 | 494.0 | 578.0 | 46.1 |
| 19 | Rennes | 32.0 | 59.1 | 38.0 | 418.0 | 3420.0 | 50.0 | 39.0 | 3.0 | 3.0 | 79.0 | 5.0 | 1.32 | 1.03 | 2.34 | 1.24 | 2.26 | 47.8 | 45.4 | 1.26 | 1.2 | 38.0 | 38.0 | 3420.0 | 40.0 | 1.05 | 131.0 | 92.0 | 71.8 | 16.0 | 10.0 | 12.0 | 10.0 | 26.3 | 4.0 | 3.0 | 0.0 | 1.0 | 38.0 | 0.0 | 4.0 | 1.0 | 35.5 | 0.25 | -3.5 | -0.09 | 163.0 | 413.0 | 39.5 | 980.0 | 186.0 | 27.7 | 29.6 | 258.0 | 55.0 | 44.1 | 402.0 | 10.0 | 2.5 | 74.0 | 1.95 | 19.6 | 159.0 | 32.0 | 31.2 | 4.18 | 0.09 | 0.3 | 0.09 | 2.2 | 1.6 | 20011.0 | 23914.0 | 83.7 | 351486.0 | 119377.0 | 9190.0 | 10204.0 | 90.1 | 8499.0 | 9564.0 | 88.9 | 1926.0 | 3135.0 | 61.4 | 376.0 | 1556.0 | 293.0 | 83.0 | 1883.0 | 22015.0 | 1865.0 | 527.0 | 22.0 | 186.0 | 764.0 | 198.0 | 90.0 | 91.0 | 0.0 | 804.0 | 34.0 | 305.0 | 921.0 | 24.24 | 660.0 | 86.0 | 53.0 | 61.0 | 88.0 | 2.32 | 58.0 | 11.0 | 3.0 | 7.0 | 2.0 | 587.0 | 337.0 | 242.0 | 254.0 | 91.0 | 347.0 | 74.0 | 273.0 | 361.0 | 510.0 | 12.0 | 27736.0 | 1884.0 | 7185.0 | 14192.0 | 6569.0 | 843.0 | 27733.0 | 16447.0 | 741.0 | 590.0 | 172.0 | 19906.0 | 610.0 | 287.0 | 0.0 | 502.0 | 486.0 | 34.0 | 3.0 | 4.0 | 1.0 | 2003.0 | 627.0 | 554.0 | 53.1 |
| 20 | Saint-Étienne | 40.0 | 48.3 | 38.0 | 418.0 | 3420.0 | 40.0 | 28.0 | 6.0 | 9.0 | 76.0 | 2.0 | 1.05 | 0.74 | 1.79 | 0.89 | 1.63 | 48.7 | 41.8 | 1.28 | 1.1 | 38.0 | 38.0 | 3420.0 | 54.0 | 1.42 | 132.0 | 79.0 | 63.6 | 12.0 | 10.0 | 16.0 | 12.0 | 31.6 | 9.0 | 6.0 | 1.0 | 2.0 | 38.0 | 4.0 | 6.0 | 2.0 | 42.5 | 0.27 | -9.5 | -0.25 | 149.0 | 452.0 | 33.0 | 855.0 | 185.0 | 32.7 | 34.3 | 276.0 | 62.3 | 48.4 | 513.0 | 21.0 | 4.1 | 20.0 | 0.53 | 13.3 | 140.0 | 17.0 | 32.4 | 3.68 | 0.08 | 0.24 | 0.1 | -8.7 | -7.8 | 13610.0 | 17667.0 | 77.0 | 244264.0 | 93334.0 | 6072.0 | 7028.0 | 86.4 | 5532.0 | 6606.0 | 83.7 | 1579.0 | 2986.0 | 52.9 | 330.0 | 934.0 | 228.0 | 87.0 | 1229.0 | 15587.0 | 2031.0 | 523.0 | 12.0 | 174.0 | 779.0 | 191.0 | 82.0 | 83.0 | 3.0 | 949.0 | 49.0 | 338.0 | 769.0 | 20.24 | 492.0 | 107.0 | 47.0 | 49.0 | 66.0 | 1.74 | 40.0 | 6.0 | 9.0 | 4.0 | 0.0 | 716.0 | 428.0 | 394.0 | 253.0 | 69.0 | 374.0 | 88.0 | 286.0 | 471.0 | 665.0 | 10.0 | 22250.0 | 2127.0 | 7692.0 | 10314.0 | 4483.0 | 676.0 | 22241.0 | 12175.0 | 616.0 | 437.0 | 130.0 | 13520.0 | 715.0 | 363.0 | 0.0 | 529.0 | 490.0 | 49.0 | 5.0 | 9.0 | 2.0 | 2119.0 | 612.0 | 624.0 | 49.5 |
| 21 | Strasbourg | 26.0 | 45.7 | 38.0 | 418.0 | 3420.0 | 49.0 | 26.0 | 10.0 | 12.0 | 58.0 | 3.0 | 1.29 | 0.68 | 1.97 | 1.03 | 1.71 | 52.8 | 43.4 | 1.39 | 1.14 | 38.0 | 38.0 | 3420.0 | 58.0 | 1.53 | 149.0 | 91.0 | 65.1 | 11.0 | 9.0 | 18.0 | 10.0 | 26.3 | 8.0 | 6.0 | 1.0 | 1.0 | 38.0 | 2.0 | 7.0 | 1.0 | 50.6 | 0.3 | -6.4 | -0.17 | 287.0 | 638.0 | 45.0 | 833.0 | 153.0 | 49.2 | 38.3 | 298.0 | 76.5 | 54.8 | 527.0 | 16.0 | 3.0 | 15.0 | 0.39 | 11.0 | 129.0 | 17.0 | 30.8 | 3.39 | 0.09 | 0.3 | 0.11 | -3.8 | -4.4 | 13120.0 | 17175.0 | 76.4 | 263920.0 | 100553.0 | 4985.0 | 5851.0 | 85.2 | 5680.0 | 6733.0 | 84.4 | 2137.0 | 3638.0 | 58.7 | 272.0 | 1012.0 | 253.0 | 98.0 | 1301.0 | 15254.0 | 1882.0 | 451.0 | 8.0 | 265.0 | 713.0 | 165.0 | 73.0 | 72.0 | 0.0 | 873.0 | 39.0 | 338.0 | 693.0 | 18.24 | 466.0 | 80.0 | 56.0 | 44.0 | 75.0 | 1.97 | 49.0 | 4.0 | 11.0 | 6.0 | 1.0 | 633.0 | 396.0 | 313.0 | 247.0 | 73.0 | 303.0 | 77.0 | 226.0 | 521.0 | 641.0 | 11.0 | 21128.0 | 2036.0 | 6803.0 | 9871.0 | 4693.0 | 702.0 | 21116.0 | 11460.0 | 538.0 | 386.0 | 93.0 | 13021.0 | 645.0 | 330.0 | 1.0 | 499.0 | 412.0 | 39.0 | 7.0 | 8.0 | 1.0 | 2036.0 | 691.0 | 658.0 | 51.2 |