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 | 30.0 | 48.4 | 38.0 | 418.0 | 3420.0 | 41.0 | 25.0 | 9.0 | 9.0 | 70.0 | 4.0 | 1.08 | 0.66 | 1.74 | 0.84 | 1.5 | 46.5 | 39.5 | 1.22 | 1.04 | 38.0 | 38.0 | 3420.0 | 55.0 | 1.45 | 155.0 | 103.0 | 67.7 | 10.0 | 11.0 | 17.0 | 8.0 | 21.1 | 5.0 | 5.0 | 0.0 | 0.0 | 38.0 | 2.0 | 9.0 | 3.0 | 47.5 | 0.28 | -4.5 | -0.12 | 122.0 | 376.0 | 32.4 | 758.0 | 216.0 | 30.9 | 33.1 | 306.0 | 46.4 | 40.0 | 576.0 | 44.0 | 7.6 | 38.0 | 1.0 | 12.5 | 123.0 | 18.0 | 32.0 | 3.24 | 0.08 | 0.26 | 0.11 | -5.5 | -7.5 | 15307.0 | 18797.0 | 81.4 | 281097.0 | 99557.0 | 6193.0 | 7006.0 | 88.4 | 6960.0 | 7916.0 | 87.9 | 1724.0 | 2880.0 | 59.9 | 277.0 | 1029.0 | 186.0 | 56.0 | 1349.0 | 16901.0 | 1850.0 | 548.0 | 30.0 | 147.0 | 572.0 | 186.0 | 60.0 | 81.0 | 2.0 | 717.0 | 46.0 | 292.0 | 671.0 | 17.66 | 439.0 | 76.0 | 36.0 | 45.0 | 71.0 | 1.87 | 38.0 | 6.0 | 9.0 | 10.0 | 2.0 | 619.0 | 370.0 | 301.0 | 253.0 | 65.0 | 384.0 | 99.0 | 285.0 | 423.0 | 631.0 | 9.0 | 23137.0 | 2186.0 | 7994.0 | 10916.0 | 4487.0 | 585.0 | 23128.0 | 14880.0 | 659.0 | 500.0 | 152.0 | 15213.0 | 727.0 | 373.0 | 3.0 | 471.0 | 461.0 | 46.0 | 7.0 | 5.0 | 3.0 | 2051.0 | 408.0 | 509.0 | 44.5 |
| 3 | Bordeaux | 39.0 | 47.4 | 38.0 | 418.0 | 3420.0 | 50.0 | 39.0 | 2.0 | 4.0 | 91.0 | 5.0 | 1.32 | 1.03 | 2.34 | 1.26 | 2.29 | 44.9 | 41.9 | 1.18 | 1.1 | 38.0 | 38.0 | 3420.0 | 91.0 | 2.39 | 194.0 | 104.0 | 56.7 | 6.0 | 13.0 | 19.0 | 2.0 | 5.3 | 9.0 | 7.0 | 2.0 | 0.0 | 38.0 | 1.0 | 10.0 | 3.0 | 64.5 | 0.29 | -23.5 | -0.62 | 256.0 | 622.0 | 41.2 | 1059.0 | 133.0 | 38.9 | 34.5 | 329.0 | 63.8 | 45.6 | 546.0 | 19.0 | 3.5 | 79.0 | 2.08 | 17.2 | 145.0 | 16.0 | 32.5 | 3.82 | 0.11 | 0.33 | 0.1 | 5.1 | 6.1 | 13552.0 | 17385.0 | 78.0 | 253745.0 | 96071.0 | 5738.0 | 6654.0 | 86.2 | 5627.0 | 6682.0 | 84.2 | 1815.0 | 3091.0 | 58.7 | 326.0 | 952.0 | 221.0 | 59.0 | 1271.0 | 15441.0 | 1886.0 | 464.0 | 52.0 | 176.0 | 611.0 | 150.0 | 80.0 | 47.0 | 1.0 | 815.0 | 58.0 | 315.0 | 768.0 | 20.21 | 539.0 | 73.0 | 48.0 | 32.0 | 91.0 | 2.39 | 61.0 | 12.0 | 5.0 | 3.0 | 1.0 | 642.0 | 377.0 | 321.0 | 243.0 | 78.0 | 357.0 | 104.0 | 253.0 | 454.0 | 688.0 | 19.0 | 21609.0 | 2364.0 | 7619.0 | 10032.0 | 4195.0 | 649.0 | 21605.0 | 13243.0 | 609.0 | 410.0 | 139.0 | 13416.0 | 676.0 | 313.0 | 2.0 | 460.0 | 391.0 | 58.0 | 2.0 | 9.0 | 3.0 | 2134.0 | 488.0 | 506.0 | 49.1 |
| 4 | Brest | 25.0 | 43.9 | 38.0 | 418.0 | 3420.0 | 48.0 | 32.0 | 7.0 | 8.0 | 59.0 | 2.0 | 1.26 | 0.84 | 2.11 | 1.08 | 1.92 | 43.4 | 37.0 | 1.14 | 0.97 | 38.0 | 38.0 | 3420.0 | 57.0 | 1.5 | 170.0 | 115.0 | 68.8 | 13.0 | 9.0 | 16.0 | 7.0 | 18.4 | 4.0 | 4.0 | 0.0 | 0.0 | 38.0 | 0.0 | 8.0 | 2.0 | 51.0 | 0.28 | -4.0 | -0.1 | 290.0 | 624.0 | 46.5 | 877.0 | 205.0 | 43.1 | 37.4 | 328.0 | 75.0 | 53.1 | 541.0 | 16.0 | 3.0 | 34.0 | 0.89 | 14.1 | 138.0 | 12.0 | 35.0 | 3.63 | 0.1 | 0.3 | 0.1 | 4.6 | 4.0 | 12684.0 | 16506.0 | 76.8 | 242103.0 | 96714.0 | 5325.0 | 6290.0 | 84.7 | 5126.0 | 6166.0 | 83.1 | 1852.0 | 3141.0 | 59.0 | 305.0 | 1087.0 | 252.0 | 88.0 | 1349.0 | 14535.0 | 1924.0 | 484.0 | 20.0 | 156.0 | 710.0 | 171.0 | 95.0 | 56.0 | 0.0 | 846.0 | 47.0 | 288.0 | 698.0 | 18.37 | 490.0 | 75.0 | 43.0 | 36.0 | 78.0 | 2.05 | 49.0 | 7.0 | 7.0 | 6.0 | 2.0 | 682.0 | 400.0 | 342.0 | 249.0 | 91.0 | 369.0 | 108.0 | 261.0 | 469.0 | 707.0 | 4.0 | 20760.0 | 2287.0 | 6773.0 | 9255.0 | 4953.0 | 692.0 | 20752.0 | 12273.0 | 666.0 | 490.0 | 155.0 | 12570.0 | 664.0 | 312.0 | 0.0 | 427.0 | 417.0 | 47.0 | 4.0 | 4.0 | 2.0 | 2006.0 | 618.0 | 540.0 | 53.4 |
| 5 | Clermont Foot | 28.0 | 50.0 | 38.0 | 418.0 | 3420.0 | 36.0 | 25.0 | 2.0 | 3.0 | 65.0 | 8.0 | 0.95 | 0.66 | 1.61 | 0.89 | 1.55 | 44.4 | 41.9 | 1.17 | 1.1 | 38.0 | 38.0 | 3420.0 | 69.0 | 1.82 | 165.0 | 99.0 | 61.2 | 9.0 | 9.0 | 20.0 | 8.0 | 21.1 | 5.0 | 5.0 | 0.0 | 0.0 | 38.0 | 0.0 | 10.0 | 3.0 | 50.6 | 0.28 | -15.4 | -0.41 | 124.0 | 435.0 | 28.5 | 886.0 | 160.0 | 34.0 | 32.5 | 266.0 | 50.4 | 37.7 | 463.0 | 28.0 | 6.0 | 32.0 | 0.84 | 13.3 | 134.0 | 10.0 | 30.7 | 3.53 | 0.08 | 0.25 | 0.1 | -8.4 | -7.9 | 15713.0 | 19560.0 | 80.3 | 268742.0 | 97045.0 | 7638.0 | 8645.0 | 88.4 | 5961.0 | 6974.0 | 85.5 | 1598.0 | 2805.0 | 57.0 | 326.0 | 1066.0 | 263.0 | 102.0 | 1370.0 | 17599.0 | 1908.0 | 526.0 | 28.0 | 156.0 | 713.0 | 179.0 | 76.0 | 60.0 | 1.0 | 828.0 | 53.0 | 332.0 | 771.0 | 20.29 | 553.0 | 76.0 | 49.0 | 30.0 | 64.0 | 1.68 | 43.0 | 7.0 | 6.0 | 3.0 | 0.0 | 622.0 | 361.0 | 285.0 | 262.0 | 75.0 | 372.0 | 99.0 | 273.0 | 386.0 | 527.0 | 9.0 | 23488.0 | 2137.0 | 8082.0 | 10780.0 | 4860.0 | 676.0 | 23485.0 | 14941.0 | 617.0 | 419.0 | 142.0 | 15584.0 | 618.0 | 410.0 | 3.0 | 387.0 | 482.0 | 53.0 | 2.0 | 5.0 | 3.0 | 2137.0 | 432.0 | 466.0 | 48.1 |
| 6 | Lens | 28.0 | 50.7 | 38.0 | 418.0 | 3420.0 | 60.0 | 39.0 | 5.0 | 5.0 | 73.0 | 7.0 | 1.58 | 1.03 | 2.61 | 1.45 | 2.47 | 50.2 | 46.4 | 1.32 | 1.22 | 38.0 | 38.0 | 3418.0 | 48.0 | 1.26 | 145.0 | 96.0 | 69.7 | 17.0 | 11.0 | 10.0 | 8.0 | 21.1 | 5.0 | 4.0 | 1.0 | 0.0 | 38.0 | 1.0 | 3.0 | 0.0 | 44.9 | 0.29 | -3.1 | -0.08 | 133.0 | 341.0 | 39.0 | 756.0 | 194.0 | 33.9 | 31.1 | 281.0 | 30.2 | 30.5 | 452.0 | 34.0 | 7.5 | 45.0 | 1.18 | 14.9 | 183.0 | 14.0 | 35.8 | 4.82 | 0.11 | 0.3 | 0.09 | 9.8 | 8.6 | 16573.0 | 20178.0 | 82.1 | 283832.0 | 99071.0 | 7613.0 | 8583.0 | 88.7 | 6900.0 | 7932.0 | 87.0 | 1477.0 | 2498.0 | 59.1 | 383.0 | 1263.0 | 281.0 | 70.0 | 1692.0 | 18428.0 | 1692.0 | 388.0 | 51.0 | 172.0 | 699.0 | 213.0 | 70.0 | 106.0 | 0.0 | 718.0 | 58.0 | 295.0 | 900.0 | 23.68 | 680.0 | 60.0 | 56.0 | 30.0 | 106.0 | 2.79 | 75.0 | 4.0 | 11.0 | 7.0 | 3.0 | 591.0 | 359.0 | 273.0 | 243.0 | 75.0 | 360.0 | 99.0 | 261.0 | 455.0 | 616.0 | 7.0 | 24163.0 | 2058.0 | 6639.0 | 12383.0 | 5399.0 | 748.0 | 24158.0 | 15515.0 | 763.0 | 564.0 | 142.0 | 16448.0 | 617.0 | 336.0 | 1.0 | 421.0 | 357.0 | 58.0 | 3.0 | 5.0 | 0.0 | 2051.0 | 427.0 | 366.0 | 53.8 |
| 7 | Lille | 26.0 | 50.8 | 38.0 | 418.0 | 3420.0 | 45.0 | 29.0 | 4.0 | 5.0 | 98.0 | 6.0 | 1.18 | 0.76 | 1.95 | 1.08 | 1.84 | 50.5 | 46.6 | 1.33 | 1.23 | 38.0 | 38.0 | 3420.0 | 48.0 | 1.26 | 147.0 | 105.0 | 71.4 | 14.0 | 13.0 | 11.0 | 10.0 | 26.3 | 7.0 | 6.0 | 1.0 | 0.0 | 38.0 | 1.0 | 8.0 | 2.0 | 39.2 | 0.23 | -6.8 | -0.18 | 162.0 | 481.0 | 33.7 | 729.0 | 156.0 | 42.1 | 35.2 | 291.0 | 59.8 | 45.2 | 522.0 | 24.0 | 4.6 | 35.0 | 0.92 | 14.2 | 150.0 | 15.0 | 32.5 | 3.95 | 0.09 | 0.27 | 0.1 | -5.5 | -5.6 | 15086.0 | 18926.0 | 79.7 | 265491.0 | 93760.0 | 6923.0 | 7842.0 | 88.3 | 5970.0 | 6972.0 | 85.6 | 1658.0 | 2862.0 | 57.9 | 344.0 | 1124.0 | 266.0 | 61.0 | 1487.0 | 16958.0 | 1879.0 | 471.0 | 47.0 | 186.0 | 621.0 | 201.0 | 79.0 | 90.0 | 0.0 | 828.0 | 89.0 | 354.0 | 811.0 | 21.34 | 592.0 | 73.0 | 45.0 | 35.0 | 81.0 | 2.13 | 50.0 | 7.0 | 9.0 | 8.0 | 0.0 | 653.0 | 359.0 | 310.0 | 274.0 | 69.0 | 351.0 | 111.0 | 240.0 | 377.0 | 672.0 | 6.0 | 23068.0 | 2112.0 | 6990.0 | 11083.0 | 5263.0 | 793.0 | 23063.0 | 14302.0 | 725.0 | 540.0 | 183.0 | 14980.0 | 655.0 | 347.0 | 3.0 | 446.0 | 441.0 | 89.0 | 5.0 | 6.0 | 2.0 | 2145.0 | 525.0 | 492.0 | 51.6 |
| 8 | Lorient | 29.0 | 44.4 | 38.0 | 418.0 | 3420.0 | 35.0 | 20.0 | 3.0 | 3.0 | 69.0 | 4.0 | 0.92 | 0.53 | 1.45 | 0.84 | 1.37 | 41.3 | 39.0 | 1.09 | 1.03 | 38.0 | 38.0 | 3420.0 | 63.0 | 1.66 | 148.0 | 88.0 | 60.8 | 8.0 | 12.0 | 18.0 | 11.0 | 28.9 | 6.0 | 5.0 | 0.0 | 1.0 | 38.0 | 4.0 | 4.0 | 3.0 | 49.8 | 0.31 | -10.2 | -0.27 | 138.0 | 499.0 | 27.7 | 639.0 | 124.0 | 42.4 | 37.5 | 310.0 | 73.5 | 53.0 | 568.0 | 9.0 | 1.6 | 25.0 | 0.66 | 14.1 | 146.0 | 32.0 | 33.0 | 3.84 | 0.07 | 0.22 | 0.09 | -6.3 | -7.0 | 13156.0 | 16818.0 | 78.2 | 241458.0 | 86977.0 | 5597.0 | 6471.0 | 86.5 | 5492.0 | 6467.0 | 84.9 | 1630.0 | 2876.0 | 56.7 | 321.0 | 998.0 | 218.0 | 76.0 | 1258.0 | 14950.0 | 1813.0 | 441.0 | 40.0 | 163.0 | 588.0 | 162.0 | 63.0 | 55.0 | 2.0 | 803.0 | 55.0 | 291.0 | 758.0 | 19.95 | 531.0 | 62.0 | 50.0 | 48.0 | 60.0 | 1.58 | 39.0 | 2.0 | 4.0 | 7.0 | 0.0 | 696.0 | 412.0 | 337.0 | 292.0 | 67.0 | 405.0 | 115.0 | 290.0 | 412.0 | 776.0 | 9.0 | 21037.0 | 2054.0 | 6869.0 | 10009.0 | 4373.0 | 597.0 | 21034.0 | 12358.0 | 569.0 | 446.0 | 126.0 | 13060.0 | 644.0 | 332.0 | 3.0 | 475.0 | 423.0 | 55.0 | 3.0 | 6.0 | 3.0 | 2044.0 | 433.0 | 524.0 | 45.2 |
| 9 | Lyon | 30.0 | 58.4 | 38.0 | 418.0 | 3420.0 | 64.0 | 45.0 | 8.0 | 8.0 | 65.0 | 6.0 | 1.68 | 1.18 | 2.87 | 1.47 | 2.66 | 66.9 | 60.7 | 1.76 | 1.6 | 38.0 | 38.0 | 3418.0 | 51.0 | 1.34 | 173.0 | 124.0 | 74.6 | 17.0 | 11.0 | 10.0 | 9.0 | 23.7 | 8.0 | 7.0 | 1.0 | 0.0 | 38.0 | 1.0 | 9.0 | 3.0 | 50.2 | 0.25 | 2.2 | 0.06 | 126.0 | 298.0 | 42.3 | 1050.0 | 185.0 | 22.6 | 29.0 | 253.0 | 24.1 | 30.8 | 459.0 | 18.0 | 3.9 | 35.0 | 0.92 | 15.0 | 192.0 | 18.0 | 35.2 | 5.05 | 0.1 | 0.29 | 0.11 | -2.9 | -4.7 | 19787.0 | 23388.0 | 84.6 | 340268.0 | 116719.0 | 8987.0 | 9961.0 | 90.2 | 8403.0 | 9364.0 | 89.7 | 1780.0 | 2835.0 | 62.8 | 422.0 | 1486.0 | 346.0 | 66.0 | 1756.0 | 21522.0 | 1804.0 | 491.0 | 95.0 | 139.0 | 571.0 | 188.0 | 85.0 | 60.0 | 2.0 | 782.0 | 62.0 | 313.0 | 986.0 | 25.95 | 745.0 | 65.0 | 61.0 | 40.0 | 111.0 | 2.92 | 83.0 | 4.0 | 12.0 | 7.0 | 0.0 | 632.0 | 367.0 | 264.0 | 270.0 | 98.0 | 385.0 | 91.0 | 294.0 | 396.0 | 621.0 | 17.0 | 27712.0 | 2276.0 | 7862.0 | 13801.0 | 6302.0 | 913.0 | 27704.0 | 18559.0 | 781.0 | 625.0 | 207.0 | 19671.0 | 704.0 | 408.0 | 2.0 | 436.0 | 424.0 | 62.0 | 6.0 | 8.0 | 3.0 | 2129.0 | 470.0 | 409.0 | 53.5 |
| 10 | Marseille | 27.0 | 61.7 | 38.0 | 418.0 | 3420.0 | 61.0 | 40.0 | 10.0 | 10.0 | 61.0 | 3.0 | 1.61 | 1.05 | 2.66 | 1.34 | 2.39 | 58.2 | 50.5 | 1.53 | 1.33 | 38.0 | 38.0 | 3420.0 | 38.0 | 1.0 | 112.0 | 75.0 | 69.6 | 21.0 | 8.0 | 9.0 | 15.0 | 39.5 | 4.0 | 4.0 | 0.0 | 0.0 | 38.0 | 0.0 | 8.0 | 1.0 | 36.6 | 0.31 | -0.4 | -0.01 | 119.0 | 352.0 | 33.8 | 1498.0 | 182.0 | 18.3 | 26.3 | 234.0 | 33.3 | 33.7 | 406.0 | 25.0 | 6.2 | 67.0 | 1.76 | 18.2 | 157.0 | 28.0 | 32.1 | 4.13 | 0.1 | 0.32 | 0.1 | 2.8 | 0.5 | 21253.0 | 24524.0 | 86.7 | 361998.0 | 109449.0 | 9918.0 | 10745.0 | 92.3 | 8776.0 | 9635.0 | 91.1 | 1878.0 | 2900.0 | 64.8 | 384.0 | 1547.0 | 336.0 | 59.0 | 1866.0 | 22709.0 | 1755.0 | 538.0 | 57.0 | 176.0 | 619.0 | 217.0 | 100.0 | 81.0 | 0.0 | 692.0 | 60.0 | 306.0 | 904.0 | 23.79 | 662.0 | 78.0 | 53.0 | 54.0 | 110.0 | 2.89 | 75.0 | 7.0 | 8.0 | 12.0 | 3.0 | 556.0 | 319.0 | 252.0 | 238.0 | 66.0 | 263.0 | 65.0 | 198.0 | 327.0 | 437.0 | 10.0 | 27998.0 | 1932.0 | 7517.0 | 14192.0 | 6507.0 | 861.0 | 27988.0 | 19841.0 | 762.0 | 630.0 | 200.0 | 21071.0 | 569.0 | 328.0 | 1.0 | 347.0 | 459.0 | 60.0 | 10.0 | 4.0 | 1.0 | 1862.0 | 368.0 | 323.0 | 53.3 |
| 11 | Metz | 36.0 | 42.9 | 38.0 | 418.0 | 3420.0 | 33.0 | 24.0 | 1.0 | 1.0 | 94.0 | 9.0 | 0.87 | 0.63 | 1.5 | 0.84 | 1.47 | 29.2 | 28.4 | 0.77 | 0.75 | 38.0 | 38.0 | 3417.0 | 69.0 | 1.82 | 178.0 | 111.0 | 64.0 | 6.0 | 13.0 | 19.0 | 8.0 | 21.1 | 5.0 | 5.0 | 0.0 | 0.0 | 38.0 | 1.0 | 9.0 | 2.0 | 57.2 | 0.3 | -9.8 | -0.26 | 234.0 | 611.0 | 38.3 | 717.0 | 224.0 | 46.7 | 39.4 | 335.0 | 82.4 | 56.7 | 582.0 | 49.0 | 8.4 | 55.0 | 1.45 | 14.2 | 112.0 | 16.0 | 30.3 | 2.95 | 0.09 | 0.29 | 0.08 | 3.8 | 3.6 | 12069.0 | 15688.0 | 76.9 | 222449.0 | 84751.0 | 5120.0 | 6014.0 | 85.1 | 5157.0 | 6079.0 | 84.8 | 1430.0 | 2715.0 | 52.7 | 275.0 | 818.0 | 126.0 | 49.0 | 1015.0 | 13854.0 | 1786.0 | 476.0 | 34.0 | 137.0 | 581.0 | 142.0 | 43.0 | 76.0 | 0.0 | 729.0 | 48.0 | 299.0 | 634.0 | 16.68 | 449.0 | 62.0 | 36.0 | 41.0 | 55.0 | 1.45 | 39.0 | 3.0 | 5.0 | 5.0 | 0.0 | 711.0 | 442.0 | 395.0 | 275.0 | 41.0 | 452.0 | 139.0 | 313.0 | 507.0 | 782.0 | 11.0 | 20273.0 | 2201.0 | 7342.0 | 9598.0 | 3595.0 | 412.0 | 20272.0 | 12090.0 | 572.0 | 464.0 | 90.0 | 11964.0 | 710.0 | 364.0 | 2.0 | 514.0 | 417.0 | 48.0 | 1.0 | 5.0 | 2.0 | 2092.0 | 527.0 | 529.0 | 49.9 |
| 12 | Monaco | 27.0 | 54.1 | 38.0 | 418.0 | 3420.0 | 62.0 | 45.0 | 9.0 | 9.0 | 85.0 | 4.0 | 1.63 | 1.18 | 2.82 | 1.39 | 2.58 | 59.3 | 52.3 | 1.56 | 1.38 | 38.0 | 38.0 | 3420.0 | 40.0 | 1.05 | 141.0 | 104.0 | 77.3 | 20.0 | 9.0 | 9.0 | 11.0 | 28.9 | 9.0 | 8.0 | 0.0 | 1.0 | 38.0 | 0.0 | 5.0 | 3.0 | 41.5 | 0.24 | 4.5 | 0.12 | 160.0 | 415.0 | 38.6 | 839.0 | 173.0 | 31.9 | 32.5 | 280.0 | 52.5 | 42.5 | 427.0 | 23.0 | 5.4 | 46.0 | 1.21 | 17.1 | 153.0 | 17.0 | 34.4 | 4.03 | 0.12 | 0.35 | 0.12 | 2.7 | 0.7 | 16300.0 | 20559.0 | 79.3 | 293016.0 | 105290.0 | 6964.0 | 8022.0 | 86.8 | 7227.0 | 8418.0 | 85.9 | 1702.0 | 3045.0 | 55.9 | 348.0 | 1387.0 | 393.0 | 82.0 | 1871.0 | 18632.0 | 1833.0 | 448.0 | 77.0 | 150.0 | 705.0 | 220.0 | 99.0 | 78.0 | 0.0 | 805.0 | 94.0 | 331.0 | 779.0 | 20.5 | 572.0 | 74.0 | 40.0 | 41.0 | 107.0 | 2.82 | 87.0 | 3.0 | 5.0 | 8.0 | 0.0 | 745.0 | 435.0 | 292.0 | 368.0 | 85.0 | 378.0 | 103.0 | 275.0 | 424.0 | 487.0 | 10.0 | 24599.0 | 2002.0 | 6595.0 | 12120.0 | 6112.0 | 936.0 | 24590.0 | 15043.0 | 750.0 | 546.0 | 189.0 | 16188.0 | 654.0 | 321.0 | 3.0 | 496.0 | 408.0 | 94.0 | 5.0 | 9.0 | 3.0 | 2287.0 | 546.0 | 498.0 | 52.3 |
| 13 | Montpellier | 26.0 | 48.2 | 38.0 | 418.0 | 3420.0 | 48.0 | 31.0 | 3.0 | 4.0 | 77.0 | 8.0 | 1.26 | 0.82 | 2.08 | 1.18 | 2.0 | 42.7 | 39.6 | 1.12 | 1.04 | 38.0 | 38.0 | 3420.0 | 61.0 | 1.61 | 215.0 | 154.0 | 74.0 | 12.0 | 7.0 | 19.0 | 10.0 | 26.3 | 6.0 | 5.0 | 1.0 | 0.0 | 38.0 | 1.0 | 2.0 | 1.0 | 60.5 | 0.26 | 0.5 | 0.01 | 180.0 | 461.0 | 39.0 | 1034.0 | 234.0 | 29.8 | 31.0 | 348.0 | 44.0 | 37.4 | 594.0 | 45.0 | 7.6 | 31.0 | 0.82 | 13.2 | 151.0 | 38.0 | 34.9 | 3.97 | 0.1 | 0.3 | 0.09 | 5.3 | 5.4 | 13951.0 | 17804.0 | 78.4 | 246694.0 | 95721.0 | 6234.0 | 7133.0 | 87.4 | 5560.0 | 6581.0 | 84.5 | 1585.0 | 2917.0 | 54.3 | 290.0 | 957.0 | 239.0 | 70.0 | 1282.0 | 15757.0 | 1994.0 | 484.0 | 36.0 | 155.0 | 697.0 | 178.0 | 62.0 | 74.0 | 2.0 | 868.0 | 53.0 | 313.0 | 736.0 | 19.37 | 516.0 | 60.0 | 41.0 | 61.0 | 85.0 | 2.24 | 59.0 | 7.0 | 6.0 | 6.0 | 1.0 | 625.0 | 380.0 | 340.0 | 210.0 | 75.0 | 363.0 | 134.0 | 229.0 | 356.0 | 675.0 | 13.0 | 21921.0 | 2665.0 | 7961.0 | 9658.0 | 4518.0 | 574.0 | 21917.0 | 13539.0 | 604.0 | 424.0 | 95.0 | 13818.0 | 648.0 | 340.0 | 4.0 | 411.0 | 465.0 | 53.0 | 3.0 | 6.0 | 1.0 | 2018.0 | 437.0 | 560.0 | 43.8 |
| 14 | Nantes | 26.0 | 43.9 | 38.0 | 418.0 | 3420.0 | 53.0 | 37.0 | 5.0 | 5.0 | 80.0 | 4.0 | 1.39 | 0.97 | 2.37 | 1.26 | 2.24 | 45.5 | 41.6 | 1.2 | 1.1 | 38.0 | 38.0 | 3420.0 | 48.0 | 1.26 | 155.0 | 105.0 | 71.6 | 15.0 | 10.0 | 13.0 | 8.0 | 21.1 | 7.0 | 4.0 | 3.0 | 0.0 | 38.0 | 0.0 | 6.0 | 1.0 | 52.4 | 0.3 | 5.4 | 0.14 | 206.0 | 607.0 | 33.9 | 824.0 | 137.0 | 46.2 | 39.2 | 288.0 | 78.5 | 55.5 | 491.0 | 27.0 | 5.5 | 56.0 | 1.47 | 14.9 | 145.0 | 13.0 | 34.5 | 3.82 | 0.11 | 0.33 | 0.1 | 7.5 | 6.4 | 12580.0 | 16481.0 | 76.3 | 232016.0 | 88021.0 | 5386.0 | 6257.0 | 86.1 | 5234.0 | 6315.0 | 82.9 | 1572.0 | 2976.0 | 52.8 | 327.0 | 1086.0 | 204.0 | 76.0 | 1330.0 | 14568.0 | 1858.0 | 422.0 | 20.0 | 140.0 | 731.0 | 198.0 | 75.0 | 97.0 | 1.0 | 864.0 | 55.0 | 280.0 | 723.0 | 19.03 | 498.0 | 81.0 | 48.0 | 38.0 | 89.0 | 2.34 | 62.0 | 6.0 | 6.0 | 7.0 | 1.0 | 685.0 | 405.0 | 331.0 | 262.0 | 92.0 | 419.0 | 136.0 | 283.0 | 415.0 | 680.0 | 9.0 | 20769.0 | 1992.0 | 6238.0 | 9782.0 | 4964.0 | 703.0 | 20764.0 | 11889.0 | 607.0 | 467.0 | 173.0 | 12477.0 | 587.0 | 352.0 | 2.0 | 500.0 | 372.0 | 55.0 | 2.0 | 7.0 | 1.0 | 2057.0 | 598.0 | 566.0 | 51.4 |
| 15 | Nice | 27.0 | 51.5 | 38.0 | 418.0 | 3420.0 | 52.0 | 35.0 | 8.0 | 10.0 | 77.0 | 6.0 | 1.37 | 0.92 | 2.29 | 1.16 | 2.08 | 55.6 | 48.0 | 1.46 | 1.26 | 38.0 | 38.0 | 3420.0 | 36.0 | 0.95 | 146.0 | 109.0 | 78.1 | 20.0 | 7.0 | 11.0 | 14.0 | 36.8 | 5.0 | 4.0 | 1.0 | 0.0 | 38.0 | 1.0 | 1.0 | 0.0 | 44.3 | 0.27 | 8.3 | 0.22 | 146.0 | 381.0 | 38.3 | 791.0 | 175.0 | 29.8 | 30.3 | 267.0 | 54.3 | 42.6 | 517.0 | 32.0 | 6.2 | 34.0 | 0.89 | 13.8 | 144.0 | 12.0 | 32.6 | 3.79 | 0.1 | 0.31 | 0.11 | -3.6 | -4.0 | 16159.0 | 19832.0 | 81.5 | 281750.0 | 98166.0 | 7356.0 | 8328.0 | 88.3 | 6858.0 | 7835.0 | 87.5 | 1515.0 | 2645.0 | 57.3 | 334.0 | 1151.0 | 261.0 | 102.0 | 1474.0 | 18037.0 | 1742.0 | 440.0 | 37.0 | 101.0 | 742.0 | 196.0 | 94.0 | 75.0 | 1.0 | 766.0 | 53.0 | 305.0 | 789.0 | 20.76 | 575.0 | 69.0 | 41.0 | 39.0 | 94.0 | 2.47 | 70.0 | 4.0 | 6.0 | 9.0 | 0.0 | 610.0 | 369.0 | 291.0 | 253.0 | 66.0 | 392.0 | 119.0 | 273.0 | 441.0 | 595.0 | 7.0 | 23930.0 | 2031.0 | 6830.0 | 12258.0 | 5096.0 | 752.0 | 23920.0 | 15574.0 | 732.0 | 580.0 | 150.0 | 16009.0 | 635.0 | 349.0 | 2.0 | 456.0 | 371.0 | 53.0 | 6.0 | 5.0 | 0.0 | 2064.0 | 526.0 | 471.0 | 52.8 |
| 16 | Paris S-G | 36.0 | 63.0 | 38.0 | 418.0 | 3420.0 | 88.0 | 65.0 | 7.0 | 8.0 | 79.0 | 4.0 | 2.32 | 1.71 | 4.03 | 2.13 | 3.84 | 76.7 | 70.6 | 2.02 | 1.86 | 38.0 | 38.0 | 3417.0 | 36.0 | 0.95 | 142.0 | 107.0 | 76.8 | 26.0 | 8.0 | 4.0 | 13.0 | 34.2 | 3.0 | 3.0 | 0.0 | 0.0 | 38.0 | 0.0 | 5.0 | 1.0 | 35.9 | 0.23 | 0.9 | 0.02 | 43.0 | 106.0 | 40.6 | 798.0 | 209.0 | 10.2 | 23.4 | 228.0 | 11.0 | 22.0 | 421.0 | 16.0 | 3.8 | 56.0 | 1.47 | 17.5 | 202.0 | 29.0 | 36.4 | 5.32 | 0.15 | 0.4 | 0.13 | 11.3 | 10.4 | 23831.0 | 26660.0 | 89.4 | 379833.0 | 120661.0 | 12093.0 | 12973.0 | 93.2 | 9125.0 | 9855.0 | 92.6 | 1662.0 | 2239.0 | 74.2 | 433.0 | 1844.0 | 403.0 | 51.0 | 2055.0 | 24940.0 | 1627.0 | 488.0 | 94.0 | 170.0 | 459.0 | 201.0 | 80.0 | 34.0 | 2.0 | 623.0 | 93.0 | 278.0 | 1018.0 | 26.79 | 767.0 | 56.0 | 54.0 | 44.0 | 159.0 | 4.18 | 119.0 | 6.0 | 9.0 | 6.0 | 1.0 | 607.0 | 360.0 | 229.0 | 276.0 | 102.0 | 330.0 | 106.0 | 224.0 | 303.0 | 437.0 | 14.0 | 30477.0 | 2211.0 | 7261.0 | 15653.0 | 7791.0 | 1017.0 | 30469.0 | 21529.0 | 877.0 | 815.0 | 236.0 | 23683.0 | 554.0 | 348.0 | 1.0 | 357.0 | 416.0 | 93.0 | 6.0 | 3.0 | 1.0 | 1824.0 | 262.0 | 221.0 | 54.2 |
| 17 | Reims | 35.0 | 42.2 | 38.0 | 418.0 | 3420.0 | 42.0 | 27.0 | 4.0 | 6.0 | 68.0 | 7.0 | 1.11 | 0.71 | 1.82 | 1.0 | 1.71 | 37.7 | 32.8 | 0.99 | 0.86 | 38.0 | 38.0 | 3420.0 | 44.0 | 1.16 | 161.0 | 116.0 | 75.8 | 11.0 | 13.0 | 14.0 | 11.0 | 28.9 | 7.0 | 5.0 | 1.0 | 1.0 | 38.0 | 2.0 | 8.0 | 0.0 | 42.9 | 0.24 | -1.1 | -0.03 | 151.0 | 479.0 | 31.5 | 975.0 | 217.0 | 35.5 | 34.7 | 285.0 | 46.7 | 38.8 | 645.0 | 37.0 | 5.7 | 53.0 | 1.39 | 14.8 | 137.0 | 5.0 | 35.2 | 3.61 | 0.1 | 0.28 | 0.09 | 4.3 | 5.2 | 12097.0 | 15811.0 | 76.5 | 222517.0 | 84221.0 | 5187.0 | 6061.0 | 85.6 | 5070.0 | 6048.0 | 83.8 | 1511.0 | 2767.0 | 54.6 | 307.0 | 878.0 | 233.0 | 76.0 | 1185.0 | 13914.0 | 1821.0 | 498.0 | 14.0 | 181.0 | 629.0 | 166.0 | 63.0 | 77.0 | 1.0 | 780.0 | 76.0 | 315.0 | 692.0 | 18.21 | 498.0 | 59.0 | 32.0 | 38.0 | 71.0 | 1.87 | 46.0 | 7.0 | 6.0 | 8.0 | 0.0 | 615.0 | 365.0 | 328.0 | 221.0 | 66.0 | 460.0 | 154.0 | 306.0 | 493.0 | 753.0 | 7.0 | 20184.0 | 2495.0 | 7676.0 | 8540.0 | 4230.0 | 585.0 | 20178.0 | 11812.0 | 614.0 | 455.0 | 127.0 | 11991.0 | 701.0 | 324.0 | 4.0 | 449.0 | 451.0 | 76.0 | 5.0 | 7.0 | 0.0 | 2074.0 | 453.0 | 495.0 | 47.8 |
| 18 | Rennes | 28.0 | 55.9 | 38.0 | 418.0 | 3420.0 | 81.0 | 61.0 | 4.0 | 4.0 | 56.0 | 2.0 | 2.13 | 1.61 | 3.74 | 2.03 | 3.63 | 62.8 | 59.6 | 1.65 | 1.57 | 38.0 | 38.0 | 3420.0 | 40.0 | 1.05 | 106.0 | 66.0 | 67.0 | 20.0 | 6.0 | 12.0 | 14.0 | 36.8 | 6.0 | 5.0 | 1.0 | 0.0 | 38.0 | 0.0 | 5.0 | 1.0 | 37.7 | 0.32 | -1.3 | -0.03 | 188.0 | 458.0 | 41.0 | 978.0 | 181.0 | 30.3 | 31.0 | 224.0 | 72.3 | 50.8 | 519.0 | 25.0 | 4.8 | 56.0 | 1.47 | 17.4 | 194.0 | 14.0 | 35.4 | 5.11 | 0.14 | 0.4 | 0.11 | 18.2 | 17.4 | 17605.0 | 21263.0 | 82.8 | 330949.0 | 109096.0 | 7052.0 | 8029.0 | 87.8 | 7902.0 | 8886.0 | 88.9 | 2224.0 | 3332.0 | 66.7 | 426.0 | 1287.0 | 367.0 | 89.0 | 1737.0 | 19478.0 | 1726.0 | 436.0 | 41.0 | 199.0 | 698.0 | 222.0 | 61.0 | 132.0 | 0.0 | 766.0 | 59.0 | 308.0 | 971.0 | 25.55 | 712.0 | 103.0 | 74.0 | 37.0 | 151.0 | 3.97 | 120.0 | 7.0 | 10.0 | 6.0 | 2.0 | 546.0 | 318.0 | 234.0 | 215.0 | 97.0 | 347.0 | 92.0 | 255.0 | 315.0 | 646.0 | 12.0 | 25210.0 | 2049.0 | 7040.0 | 12435.0 | 5946.0 | 900.0 | 25206.0 | 15801.0 | 676.0 | 536.0 | 141.0 | 17502.0 | 587.0 | 269.0 | 1.0 | 434.0 | 377.0 | 59.0 | 4.0 | 6.0 | 1.0 | 1904.0 | 547.0 | 534.0 | 50.6 |
| 19 | Saint-Étienne | 39.0 | 48.5 | 38.0 | 418.0 | 3420.0 | 41.0 | 25.0 | 5.0 | 5.0 | 81.0 | 5.0 | 1.08 | 0.66 | 1.74 | 0.95 | 1.61 | 38.3 | 34.5 | 1.01 | 0.91 | 38.0 | 38.0 | 3417.0 | 77.0 | 2.03 | 189.0 | 116.0 | 63.5 | 7.0 | 11.0 | 20.0 | 4.0 | 10.5 | 8.0 | 8.0 | 0.0 | 0.0 | 38.0 | 3.0 | 6.0 | 4.0 | 68.6 | 0.33 | -4.4 | -0.12 | 179.0 | 545.0 | 32.8 | 874.0 | 223.0 | 40.6 | 35.3 | 290.0 | 65.5 | 47.8 | 453.0 | 29.0 | 6.4 | 81.0 | 2.13 | 17.3 | 141.0 | 23.0 | 32.5 | 3.71 | 0.08 | 0.26 | 0.08 | 2.7 | 1.5 | 13880.0 | 17876.0 | 77.6 | 248220.0 | 88275.0 | 6137.0 | 7086.0 | 86.6 | 5607.0 | 6671.0 | 84.1 | 1593.0 | 2972.0 | 53.6 | 312.0 | 1058.0 | 200.0 | 62.0 | 1400.0 | 15857.0 | 1968.0 | 520.0 | 39.0 | 214.0 | 697.0 | 178.0 | 82.0 | 65.0 | 3.0 | 868.0 | 51.0 | 329.0 | 749.0 | 19.71 | 517.0 | 69.0 | 42.0 | 48.0 | 65.0 | 1.71 | 37.0 | 9.0 | 7.0 | 5.0 | 2.0 | 695.0 | 397.0 | 341.0 | 265.0 | 89.0 | 398.0 | 93.0 | 305.0 | 452.0 | 563.0 | 10.0 | 22334.0 | 2054.0 | 7008.0 | 10845.0 | 4749.0 | 605.0 | 22329.0 | 12777.0 | 685.0 | 516.0 | 156.0 | 13788.0 | 725.0 | 398.0 | 1.0 | 464.0 | 441.0 | 51.0 | 4.0 | 8.0 | 4.0 | 2152.0 | 463.0 | 611.0 | 43.1 |
| 20 | Strasbourg | 26.0 | 49.5 | 38.0 | 418.0 | 3420.0 | 56.0 | 40.0 | 6.0 | 8.0 | 72.0 | 3.0 | 1.47 | 1.05 | 2.53 | 1.32 | 2.37 | 55.6 | 49.4 | 1.46 | 1.3 | 38.0 | 38.0 | 3420.0 | 43.0 | 1.13 | 131.0 | 89.0 | 70.2 | 17.0 | 12.0 | 9.0 | 14.0 | 36.8 | 4.0 | 4.0 | 0.0 | 0.0 | 38.0 | 0.0 | 5.0 | 1.0 | 35.1 | 0.24 | -6.9 | -0.18 | 167.0 | 407.0 | 41.0 | 741.0 | 150.0 | 38.3 | 34.1 | 246.0 | 50.0 | 40.3 | 488.0 | 15.0 | 3.1 | 39.0 | 1.03 | 13.7 | 150.0 | 10.0 | 31.9 | 3.95 | 0.11 | 0.33 | 0.11 | 0.4 | 0.6 | 14576.0 | 18653.0 | 78.1 | 269517.0 | 97463.0 | 6112.0 | 7060.0 | 86.6 | 6190.0 | 7296.0 | 84.8 | 1856.0 | 3259.0 | 56.9 | 348.0 | 1184.0 | 334.0 | 108.0 | 1589.0 | 16798.0 | 1794.0 | 449.0 | 47.0 | 212.0 | 797.0 | 180.0 | 37.0 | 121.0 | 2.0 | 807.0 | 61.0 | 296.0 | 810.0 | 21.32 | 588.0 | 82.0 | 55.0 | 43.0 | 98.0 | 2.58 | 70.0 | 5.0 | 10.0 | 8.0 | 0.0 | 660.0 | 392.0 | 302.0 | 257.0 | 101.0 | 380.0 | 93.0 | 287.0 | 433.0 | 563.0 | 6.0 | 22693.0 | 2019.0 | 6434.0 | 10911.0 | 5563.0 | 830.0 | 22685.0 | 13461.0 | 573.0 | 474.0 | 117.0 | 14474.0 | 589.0 | 300.0 | 1.0 | 497.0 | 400.0 | 61.0 | 6.0 | 4.0 | 1.0 | 2092.0 | 654.0 | 521.0 | 55.7 |
| 21 | Troyes | 35.0 | 44.4 | 38.0 | 418.0 | 3420.0 | 35.0 | 23.0 | 6.0 | 7.0 | 75.0 | 6.0 | 0.92 | 0.61 | 1.53 | 0.76 | 1.37 | 39.2 | 33.8 | 1.03 | 0.89 | 38.0 | 38.0 | 3420.0 | 53.0 | 1.39 | 159.0 | 108.0 | 73.0 | 9.0 | 11.0 | 18.0 | 9.0 | 23.7 | 10.0 | 10.0 | 0.0 | 0.0 | 38.0 | 2.0 | 8.0 | 2.0 | 53.1 | 0.28 | 2.1 | 0.06 | 215.0 | 549.0 | 39.2 | 978.0 | 199.0 | 38.8 | 34.9 | 321.0 | 53.0 | 39.6 | 520.0 | 30.0 | 5.8 | 34.0 | 0.89 | 13.6 | 120.0 | 9.0 | 31.7 | 3.16 | 0.08 | 0.24 | 0.09 | -4.2 | -4.8 | 13093.0 | 16828.0 | 77.8 | 232760.0 | 90537.0 | 6026.0 | 6920.0 | 87.1 | 5156.0 | 6130.0 | 84.1 | 1466.0 | 2726.0 | 53.8 | 285.0 | 937.0 | 216.0 | 85.0 | 1216.0 | 14916.0 | 1859.0 | 534.0 | 26.0 | 163.0 | 708.0 | 161.0 | 113.0 | 35.0 | 0.0 | 750.0 | 53.0 | 313.0 | 668.0 | 17.58 | 472.0 | 60.0 | 43.0 | 38.0 | 54.0 | 1.42 | 33.0 | 4.0 | 9.0 | 6.0 | 0.0 | 636.0 | 351.0 | 351.0 | 221.0 | 64.0 | 375.0 | 107.0 | 268.0 | 430.0 | 656.0 | 8.0 | 20860.0 | 2469.0 | 7825.0 | 9020.0 | 4253.0 | 534.0 | 20853.0 | 13005.0 | 598.0 | 455.0 | 96.0 | 12988.0 | 588.0 | 322.0 | 3.0 | 442.0 | 473.0 | 53.0 | 7.0 | 10.0 | 2.0 | 1987.0 | 417.0 | 460.0 | 47.5 |