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
18 KiB
18 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 | 27.0 | 45.6 | 28.0 | 308.0 | 2520.0 | 30.0 | 20.0 | 3.0 | 5.0 | 57.0 | 4.0 | 1.07 | 0.71 | 1.79 | 0.96 | 1.68 | 27.4 | 23.4 | 0.98 | 0.84 | 28.0 | 28.0 | 2520.0 | 50.0 | 1.79 | 142.0 | 93.0 | 65.5 | 4.0 | 11.0 | 13.0 | 5.0 | 17.9 | 1.0 | 1.0 | 0.0 | 0.0 | 28.0 | 1.0 | 12.0 | 1.0 | 40.8 | 0.29 | -8.2 | -0.29 | 194.0 | 462.0 | 42.0 | 562.0 | 93.0 | 47.7 | 38.4 | 255.0 | 76.1 | 51.0 | 425.0 | 10.0 | 2.4 | 10.0 | 0.36 | 11.8 | 77.0 | 13.0 | 33.6 | 2.75 | 0.12 | 0.35 | 0.1 | 2.6 | 3.6 | 9685.0 | 12850.0 | 75.4 | 167666.0 | 69296.0 | 4758.0 | 5530.0 | 86.0 | 3638.0 | 4570.0 | 79.6 | 1006.0 | 2015.0 | 49.9 | 161.0 | 739.0 | 127.0 | 41.0 | 1013.0 | 11356.0 | 1457.0 | 350.0 | 28.0 | 91.0 | 463.0 | 108.0 | 53.0 | 28.0 | 0.0 | 669.0 | 37.0 | 229.0 | 405.0 | 14.46 | 283.0 | 33.0 | 12.0 | 31.0 | 50.0 | 1.79 | 36.0 | 0.0 | 4.0 | 5.0 | 1.0 | 425.0 | 238.0 | 194.0 | 184.0 | 47.0 | 280.0 | 87.0 | 193.0 | 300.0 | 615.0 | 17.0 | 15949.0 | 1587.0 | 4731.0 | 8179.0 | 3192.0 | 350.0 | 15944.0 | 7853.0 | 384.0 | 299.0 | 82.0 | 9610.0 | 543.0 | 358.0 | 2.0 | 403.0 | 320.0 | 37.0 | 5.0 | 1.0 | 1.0 | 1543.0 | 470.0 | 551.0 | 46.0 |
| 3 | Angers | 26.0 | 45.3 | 28.0 | 308.0 | 2520.0 | 27.0 | 21.0 | 1.0 | 1.0 | 42.0 | 2.0 | 0.96 | 0.75 | 1.71 | 0.93 | 1.68 | 29.3 | 28.5 | 1.05 | 1.02 | 28.0 | 28.0 | 2520.0 | 33.0 | 1.18 | 90.0 | 57.0 | 66.7 | 11.0 | 6.0 | 11.0 | 12.0 | 42.9 | 3.0 | 3.0 | 0.0 | 0.0 | 28.0 | 2.0 | 1.0 | 0.0 | 27.8 | 0.28 | -5.2 | -0.19 | 134.0 | 369.0 | 36.3 | 528.0 | 126.0 | 39.8 | 35.9 | 222.0 | 71.6 | 50.2 | 362.0 | 19.0 | 5.2 | 22.0 | 0.79 | 14.3 | 113.0 | 16.0 | 31.1 | 4.04 | 0.07 | 0.23 | 0.08 | -2.3 | -2.5 | 10518.0 | 13458.0 | 78.2 | 183652.0 | 73734.0 | 4767.0 | 5387.0 | 88.5 | 4021.0 | 4778.0 | 84.2 | 1219.0 | 2274.0 | 53.6 | 267.0 | 736.0 | 195.0 | 68.0 | 1088.0 | 12001.0 | 1429.0 | 351.0 | 15.0 | 97.0 | 550.0 | 146.0 | 48.0 | 85.0 | 2.0 | 649.0 | 28.0 | 232.0 | 629.0 | 22.46 | 452.0 | 65.0 | 33.0 | 35.0 | 48.0 | 1.71 | 36.0 | 2.0 | 4.0 | 3.0 | 0.0 | 439.0 | 279.0 | 206.0 | 178.0 | 55.0 | 229.0 | 51.0 | 178.0 | 267.0 | 513.0 | 8.0 | 16445.0 | 1346.0 | 5096.0 | 7662.0 | 3853.0 | 511.0 | 16444.0 | 7730.0 | 542.0 | 385.0 | 127.0 | 10448.0 | 455.0 | 344.0 | 1.0 | 336.0 | 315.0 | 28.0 | 1.0 | 3.0 | 0.0 | 1511.0 | 449.0 | 455.0 | 49.7 |
| 4 | Bordeaux | 26.0 | 53.6 | 28.0 | 308.0 | 2520.0 | 40.0 | 29.0 | 2.0 | 2.0 | 55.0 | 0.0 | 1.43 | 1.04 | 2.46 | 1.36 | 2.39 | 30.4 | 28.8 | 1.08 | 1.03 | 28.0 | 28.0 | 2520.0 | 34.0 | 1.21 | 108.0 | 74.0 | 70.4 | 9.0 | 10.0 | 9.0 | 6.0 | 21.4 | 3.0 | 2.0 | 1.0 | 0.0 | 28.0 | 0.0 | 4.0 | 1.0 | 32.7 | 0.28 | -0.3 | -0.01 | 159.0 | 394.0 | 40.4 | 637.0 | 99.0 | 40.2 | 34.8 | 246.0 | 56.1 | 40.9 | 434.0 | 17.0 | 3.9 | 28.0 | 1.0 | 15.2 | 106.0 | 21.0 | 34.4 | 3.79 | 0.12 | 0.36 | 0.09 | 9.6 | 9.2 | 12252.0 | 15092.0 | 81.2 | 216236.0 | 76128.0 | 5301.0 | 5940.0 | 89.2 | 5471.0 | 6290.0 | 87.0 | 1140.0 | 2058.0 | 55.4 | 217.0 | 723.0 | 112.0 | 31.0 | 995.0 | 13672.0 | 1380.0 | 389.0 | 35.0 | 93.0 | 425.0 | 137.0 | 83.0 | 42.0 | 0.0 | 546.0 | 40.0 | 204.0 | 530.0 | 18.93 | 357.0 | 53.0 | 28.0 | 43.0 | 65.0 | 2.32 | 35.0 | 9.0 | 7.0 | 6.0 | 1.0 | 483.0 | 284.0 | 232.0 | 206.0 | 45.0 | 237.0 | 89.0 | 148.0 | 302.0 | 575.0 | 13.0 | 18253.0 | 1724.0 | 5742.0 | 9723.0 | 2955.0 | 385.0 | 18251.0 | 10991.0 | 441.0 | 350.0 | 101.0 | 12191.0 | 457.0 | 285.0 | 0.0 | 379.0 | 361.0 | 40.0 | 1.0 | 3.0 | 1.0 | 1562.0 | 487.0 | 445.0 | 52.3 |
| 5 | Brest | 24.0 | 49.8 | 28.0 | 308.0 | 2520.0 | 32.0 | 27.0 | 1.0 | 5.0 | 45.0 | 2.0 | 1.14 | 0.96 | 2.11 | 1.11 | 2.07 | 30.7 | 26.8 | 1.1 | 0.96 | 28.0 | 28.0 | 2520.0 | 37.0 | 1.32 | 143.0 | 104.0 | 76.9 | 8.0 | 10.0 | 10.0 | 8.0 | 28.6 | 6.0 | 4.0 | 2.0 | 0.0 | 28.0 | 0.0 | 4.0 | 0.0 | 45.7 | 0.28 | 8.7 | 0.31 | 136.0 | 393.0 | 34.6 | 817.0 | 160.0 | 36.2 | 35.3 | 243.0 | 39.9 | 35.6 | 484.0 | 21.0 | 4.3 | 28.0 | 1.0 | 13.3 | 97.0 | 7.0 | 30.3 | 3.46 | 0.1 | 0.32 | 0.08 | 1.3 | 4.2 | 11054.0 | 14206.0 | 77.8 | 208602.0 | 76093.0 | 4569.0 | 5299.0 | 86.2 | 4931.0 | 5835.0 | 84.5 | 1383.0 | 2456.0 | 56.3 | 250.0 | 786.0 | 211.0 | 70.0 | 1138.0 | 12692.0 | 1479.0 | 332.0 | 32.0 | 146.0 | 520.0 | 117.0 | 63.0 | 28.0 | 1.0 | 722.0 | 35.0 | 245.0 | 574.0 | 20.5 | 443.0 | 47.0 | 23.0 | 25.0 | 59.0 | 2.11 | 44.0 | 5.0 | 5.0 | 1.0 | 3.0 | 484.0 | 282.0 | 238.0 | 186.0 | 60.0 | 263.0 | 82.0 | 181.0 | 352.0 | 537.0 | 11.0 | 17263.0 | 2041.0 | 6000.0 | 7885.0 | 3546.0 | 470.0 | 17258.0 | 9330.0 | 415.0 | 307.0 | 66.0 | 10983.0 | 464.0 | 283.0 | 0.0 | 329.0 | 286.0 | 35.0 | 4.0 | 6.0 | 0.0 | 1464.0 | 405.0 | 477.0 | 45.9 |
| 6 | Dijon | 28.0 | 46.5 | 28.0 | 308.0 | 2520.0 | 26.0 | 17.0 | 1.0 | 1.0 | 43.0 | 2.0 | 0.93 | 0.61 | 1.54 | 0.89 | 1.5 | 30.5 | 29.9 | 1.09 | 1.07 | 28.0 | 28.0 | 2520.0 | 37.0 | 1.32 | 128.0 | 93.0 | 71.9 | 7.0 | 9.0 | 12.0 | 6.0 | 21.4 | 1.0 | 1.0 | 0.0 | 0.0 | 28.0 | 2.0 | 5.0 | 2.0 | 28.8 | 0.22 | -6.2 | -0.22 | 198.0 | 464.0 | 42.7 | 814.0 | 170.0 | 38.2 | 34.6 | 249.0 | 61.4 | 45.6 | 469.0 | 32.0 | 6.8 | 22.0 | 0.79 | 12.8 | 100.0 | 11.0 | 29.9 | 3.57 | 0.07 | 0.25 | 0.09 | -4.5 | -4.9 | 10073.0 | 13029.0 | 77.3 | 191350.0 | 76241.0 | 4221.0 | 4899.0 | 86.2 | 4300.0 | 5125.0 | 83.9 | 1352.0 | 2415.0 | 56.0 | 243.0 | 705.0 | 175.0 | 52.0 | 909.0 | 11560.0 | 1437.0 | 380.0 | 30.0 | 90.0 | 451.0 | 121.0 | 43.0 | 57.0 | 3.0 | 622.0 | 32.0 | 213.0 | 580.0 | 20.71 | 390.0 | 75.0 | 32.0 | 30.0 | 44.0 | 1.57 | 31.0 | 3.0 | 6.0 | 1.0 | 0.0 | 516.0 | 304.0 | 259.0 | 208.0 | 49.0 | 277.0 | 100.0 | 177.0 | 332.0 | 596.0 | 14.0 | 16323.0 | 1848.0 | 5938.0 | 7538.0 | 3047.0 | 489.0 | 16322.0 | 8571.0 | 513.0 | 372.0 | 112.0 | 10015.0 | 469.0 | 303.0 | 0.0 | 351.0 | 334.0 | 32.0 | 0.0 | 1.0 | 2.0 | 1497.0 | 542.0 | 499.0 | 52.1 |
| 7 | Lille | 25.0 | 52.9 | 28.0 | 308.0 | 2520.0 | 35.0 | 25.0 | 5.0 | 8.0 | 49.0 | 3.0 | 1.25 | 0.89 | 2.14 | 1.07 | 1.96 | 40.3 | 34.0 | 1.44 | 1.21 | 28.0 | 28.0 | 2520.0 | 27.0 | 0.96 | 83.0 | 58.0 | 72.3 | 15.0 | 4.0 | 9.0 | 12.0 | 42.9 | 6.0 | 4.0 | 1.0 | 1.0 | 28.0 | 1.0 | 1.0 | 3.0 | 25.0 | 0.25 | 1.0 | 0.04 | 130.0 | 390.0 | 33.3 | 563.0 | 137.0 | 44.0 | 37.2 | 200.0 | 71.0 | 52.4 | 323.0 | 11.0 | 3.4 | 24.0 | 0.86 | 17.0 | 121.0 | 10.0 | 35.4 | 4.32 | 0.09 | 0.25 | 0.1 | -5.3 | -4.0 | 11263.0 | 14278.0 | 78.9 | 195316.0 | 68944.0 | 4937.0 | 5631.0 | 87.7 | 4595.0 | 5338.0 | 86.1 | 1168.0 | 2167.0 | 53.9 | 255.0 | 867.0 | 178.0 | 50.0 | 1077.0 | 12765.0 | 1453.0 | 387.0 | 47.0 | 113.0 | 528.0 | 154.0 | 61.0 | 70.0 | 1.0 | 657.0 | 60.0 | 259.0 | 615.0 | 21.96 | 414.0 | 65.0 | 33.0 | 37.0 | 58.0 | 2.07 | 38.0 | 5.0 | 4.0 | 5.0 | 1.0 | 424.0 | 237.0 | 163.0 | 203.0 | 58.0 | 263.0 | 62.0 | 201.0 | 278.0 | 450.0 | 9.0 | 17279.0 | 1255.0 | 4060.0 | 9261.0 | 4127.0 | 551.0 | 17271.0 | 9397.0 | 544.0 | 429.0 | 136.0 | 11171.0 | 442.0 | 300.0 | 2.0 | 385.0 | 343.0 | 60.0 | 7.0 | 6.0 | 3.0 | 1536.0 | 478.0 | 479.0 | 49.9 |
| 8 | Lyon | 27.0 | 56.2 | 28.0 | 308.0 | 2520.0 | 42.0 | 29.0 | 5.0 | 6.0 | 49.0 | 4.0 | 1.5 | 1.04 | 2.54 | 1.32 | 2.36 | 37.6 | 33.0 | 1.34 | 1.18 | 28.0 | 28.0 | 2520.0 | 27.0 | 0.96 | 97.0 | 73.0 | 74.2 | 11.0 | 7.0 | 10.0 | 9.0 | 32.1 | 3.0 | 2.0 | 0.0 | 1.0 | 28.0 | 1.0 | 2.0 | 3.0 | 24.8 | 0.24 | 0.8 | 0.03 | 105.0 | 234.0 | 44.9 | 688.0 | 163.0 | 23.7 | 28.5 | 194.0 | 36.6 | 34.0 | 323.0 | 14.0 | 4.3 | 27.0 | 0.96 | 14.8 | 130.0 | 15.0 | 36.7 | 4.64 | 0.1 | 0.28 | 0.09 | 4.4 | 4.0 | 13273.0 | 15983.0 | 83.0 | 233751.0 | 78097.0 | 5867.0 | 6557.0 | 89.5 | 5651.0 | 6417.0 | 88.1 | 1367.0 | 2144.0 | 63.8 | 269.0 | 880.0 | 203.0 | 56.0 | 1208.0 | 14622.0 | 1335.0 | 353.0 | 39.0 | 114.0 | 495.0 | 129.0 | 68.0 | 27.0 | 1.0 | 604.0 | 26.0 | 218.0 | 636.0 | 22.71 | 453.0 | 53.0 | 30.0 | 31.0 | 72.0 | 2.57 | 51.0 | 2.0 | 4.0 | 5.0 | 1.0 | 492.0 | 304.0 | 232.0 | 193.0 | 67.0 | 241.0 | 94.0 | 147.0 | 311.0 | 540.0 | 7.0 | 19207.0 | 1629.0 | 5456.0 | 9834.0 | 4080.0 | 558.0 | 19201.0 | 11551.0 | 563.0 | 442.0 | 142.0 | 13191.0 | 484.0 | 293.0 | 1.0 | 342.0 | 312.0 | 26.0 | 4.0 | 3.0 | 3.0 | 1495.0 | 455.0 | 372.0 | 55.0 |
| 9 | Marseille | 23.0 | 53.5 | 28.0 | 308.0 | 2520.0 | 38.0 | 28.0 | 4.0 | 6.0 | 67.0 | 3.0 | 1.36 | 1.0 | 2.36 | 1.21 | 2.21 | 36.2 | 31.6 | 1.29 | 1.13 | 28.0 | 28.0 | 2520.0 | 29.0 | 1.04 | 99.0 | 71.0 | 74.7 | 16.0 | 8.0 | 4.0 | 11.0 | 39.3 | 5.0 | 4.0 | 1.0 | 0.0 | 28.0 | 0.0 | 2.0 | 2.0 | 32.5 | 0.29 | 5.5 | 0.2 | 120.0 | 377.0 | 31.8 | 730.0 | 140.0 | 38.8 | 35.1 | 158.0 | 59.5 | 43.5 | 341.0 | 21.0 | 6.2 | 24.0 | 0.86 | 14.7 | 115.0 | 20.0 | 31.1 | 4.11 | 0.09 | 0.3 | 0.09 | 1.8 | 2.4 | 11918.0 | 14767.0 | 80.7 | 199105.0 | 68034.0 | 5862.0 | 6565.0 | 89.3 | 4311.0 | 5070.0 | 85.0 | 1219.0 | 2111.0 | 57.7 | 283.0 | 791.0 | 177.0 | 47.0 | 1107.0 | 13347.0 | 1397.0 | 381.0 | 37.0 | 132.0 | 499.0 | 151.0 | 49.0 | 73.0 | 1.0 | 648.0 | 23.0 | 200.0 | 637.0 | 22.75 | 427.0 | 74.0 | 40.0 | 43.0 | 63.0 | 2.25 | 40.0 | 6.0 | 5.0 | 6.0 | 1.0 | 564.0 | 325.0 | 246.0 | 246.0 | 72.0 | 264.0 | 58.0 | 206.0 | 312.0 | 533.0 | 9.0 | 18065.0 | 1485.0 | 5084.0 | 8972.0 | 4199.0 | 516.0 | 18059.0 | 11047.0 | 639.0 | 468.0 | 139.0 | 11831.0 | 441.0 | 298.0 | 1.0 | 376.0 | 318.0 | 23.0 | 4.0 | 5.0 | 2.0 | 1471.0 | 472.0 | 448.0 | 51.3 |
| 10 | Metz | 24.0 | 45.3 | 28.0 | 308.0 | 2520.0 | 27.0 | 20.0 | 2.0 | 4.0 | 45.0 | 4.0 | 0.96 | 0.71 | 1.68 | 0.89 | 1.61 | 27.1 | 24.0 | 0.97 | 0.86 | 28.0 | 28.0 | 2520.0 | 35.0 | 1.25 | 135.0 | 100.0 | 77.0 | 8.0 | 10.0 | 10.0 | 8.0 | 28.6 | 4.0 | 4.0 | 0.0 | 0.0 | 28.0 | 0.0 | 5.0 | 0.0 | 32.6 | 0.22 | -2.4 | -0.09 | 200.0 | 623.0 | 32.1 | 708.0 | 106.0 | 60.9 | 43.8 | 219.0 | 87.7 | 59.1 | 482.0 | 32.0 | 6.6 | 33.0 | 1.18 | 14.3 | 96.0 | 19.0 | 31.4 | 3.43 | 0.08 | 0.26 | 0.08 | -0.1 | 1.0 | 9568.0 | 12493.0 | 76.6 | 169420.0 | 63861.0 | 4411.0 | 5019.0 | 87.9 | 3816.0 | 4595.0 | 83.0 | 1042.0 | 2149.0 | 48.5 | 226.0 | 645.0 | 129.0 | 40.0 | 845.0 | 11124.0 | 1338.0 | 366.0 | 15.0 | 80.0 | 447.0 | 119.0 | 53.0 | 46.0 | 1.0 | 572.0 | 31.0 | 203.0 | 544.0 | 19.43 | 379.0 | 44.0 | 25.0 | 34.0 | 46.0 | 1.64 | 29.0 | 5.0 | 3.0 | 1.0 | 2.0 | 526.0 | 337.0 | 295.0 | 186.0 | 45.0 | 293.0 | 97.0 | 196.0 | 312.0 | 635.0 | 5.0 | 15860.0 | 1638.0 | 5207.0 | 7745.0 | 3123.0 | 368.0 | 15856.0 | 7743.0 | 578.0 | 463.0 | 105.0 | 9502.0 | 461.0 | 302.0 | 0.0 | 335.0 | 344.0 | 31.0 | 2.0 | 4.0 | 0.0 | 1504.0 | 462.0 | 547.0 | 45.8 |
| 11 | Monaco | 28.0 | 50.9 | 28.0 | 308.0 | 2520.0 | 44.0 | 29.0 | 4.0 | 4.0 | 60.0 | 10.0 | 1.57 | 1.04 | 2.61 | 1.43 | 2.46 | 48.9 | 45.7 | 1.74 | 1.63 | 28.0 | 28.0 | 2520.0 | 44.0 | 1.57 | 134.0 | 91.0 | 71.6 | 11.0 | 7.0 | 10.0 | 7.0 | 25.0 | 6.0 | 6.0 | 0.0 | 0.0 | 28.0 | 0.0 | 7.0 | 1.0 | 42.8 | 0.28 | -0.2 | -0.01 | 146.0 | 337.0 | 43.3 | 637.0 | 136.0 | 34.5 | 33.0 | 212.0 | 55.2 | 42.3 | 394.0 | 20.0 | 5.1 | 39.0 | 1.39 | 15.8 | 135.0 | 16.0 | 35.9 | 4.82 | 0.11 | 0.3 | 0.13 | -4.9 | -5.7 | 11667.0 | 14506.0 | 80.4 | 203444.0 | 75911.0 | 5366.0 | 6111.0 | 87.8 | 4871.0 | 5650.0 | 86.2 | 1134.0 | 1960.0 | 57.9 | 280.0 | 918.0 | 231.0 | 52.0 | 1302.0 | 13101.0 | 1361.0 | 404.0 | 52.0 | 104.0 | 510.0 | 132.0 | 44.0 | 67.0 | 1.0 | 541.0 | 44.0 | 235.0 | 668.0 | 23.86 | 462.0 | 58.0 | 41.0 | 40.0 | 75.0 | 2.68 | 52.0 | 5.0 | 7.0 | 6.0 | 0.0 | 504.0 | 307.0 | 231.0 | 221.0 | 52.0 | 249.0 | 70.0 | 179.0 | 281.0 | 495.0 | 15.0 | 17559.0 | 1547.0 | 4862.0 | 8731.0 | 4142.0 | 656.0 | 17555.0 | 10067.0 | 646.0 | 416.0 | 155.0 | 11605.0 | 401.0 | 259.0 | 1.0 | 336.0 | 345.0 | 44.0 | 3.0 | 6.0 | 1.0 | 1479.0 | 405.0 | 372.0 | 52.1 |
| 12 | Montpellier | 27.0 | 47.6 | 28.0 | 308.0 | 2520.0 | 33.0 | 19.0 | 2.0 | 5.0 | 55.0 | 5.0 | 1.18 | 0.68 | 1.86 | 1.11 | 1.79 | 35.3 | 31.3 | 1.26 | 1.12 | 28.0 | 28.0 | 2517.0 | 34.0 | 1.22 | 132.0 | 98.0 | 76.5 | 11.0 | 7.0 | 10.0 | 8.0 | 28.6 | 5.0 | 3.0 | 2.0 | 0.0 | 28.0 | 1.0 | 3.0 | 2.0 | 32.9 | 0.21 | 0.9 | 0.03 | 202.0 | 395.0 | 51.1 | 744.0 | 172.0 | 35.6 | 33.8 | 230.0 | 56.5 | 44.5 | 389.0 | 18.0 | 4.6 | 28.0 | 1.0 | 15.1 | 112.0 | 22.0 | 32.2 | 4.0 | 0.09 | 0.28 | 0.09 | -2.3 | -0.3 | 9713.0 | 12825.0 | 75.7 | 189302.0 | 79566.0 | 3990.0 | 4707.0 | 84.8 | 4043.0 | 4848.0 | 83.4 | 1505.0 | 2568.0 | 58.6 | 245.0 | 871.0 | 178.0 | 62.0 | 1104.0 | 11351.0 | 1432.0 | 418.0 | 19.0 | 147.0 | 614.0 | 130.0 | 66.0 | 51.0 | 4.0 | 592.0 | 42.0 | 257.0 | 617.0 | 22.04 | 418.0 | 70.0 | 40.0 | 51.0 | 58.0 | 2.07 | 39.0 | 6.0 | 5.0 | 5.0 | 1.0 | 449.0 | 286.0 | 215.0 | 190.0 | 44.0 | 220.0 | 83.0 | 137.0 | 308.0 | 520.0 | 7.0 | 15917.0 | 1628.0 | 5080.0 | 7394.0 | 3597.0 | 463.0 | 15912.0 | 7983.0 | 425.0 | 297.0 | 79.0 | 9652.0 | 461.0 | 192.0 | 2.0 | 421.0 | 386.0 | 42.0 | 4.0 | 5.0 | 2.0 | 1596.0 | 606.0 | 518.0 | 53.9 |
| 13 | Nantes | 29.0 | 48.0 | 28.0 | 308.0 | 2520.0 | 23.0 | 16.0 | 2.0 | 2.0 | 51.0 | 2.0 | 0.82 | 0.57 | 1.39 | 0.75 | 1.32 | 30.2 | 28.7 | 1.08 | 1.03 | 28.0 | 28.0 | 2520.0 | 31.0 | 1.11 | 101.0 | 68.0 | 72.3 | 11.0 | 4.0 | 13.0 | 10.0 | 35.7 | 6.0 | 3.0 | 2.0 | 1.0 | 28.0 | 0.0 | 3.0 | 1.0 | 29.2 | 0.24 | -0.8 | -0.03 | 150.0 | 465.0 | 32.3 | 704.0 | 133.0 | 44.9 | 36.6 | 198.0 | 75.3 | 51.0 | 392.0 | 10.0 | 2.6 | 31.0 | 1.11 | 15.4 | 112.0 | 9.0 | 33.7 | 4.0 | 0.06 | 0.19 | 0.09 | -7.2 | -7.7 | 10578.0 | 13673.0 | 77.4 | 182042.0 | 68386.0 | 5094.0 | 5897.0 | 86.4 | 4189.0 | 5013.0 | 83.6 | 1016.0 | 2038.0 | 49.9 | 256.0 | 766.0 | 151.0 | 38.0 | 1034.0 | 12190.0 | 1439.0 | 383.0 | 17.0 | 102.0 | 464.0 | 150.0 | 68.0 | 57.0 | 3.0 | 649.0 | 44.0 | 233.0 | 583.0 | 20.82 | 407.0 | 57.0 | 30.0 | 36.0 | 40.0 | 1.43 | 30.0 | 2.0 | 2.0 | 1.0 | 1.0 | 548.0 | 347.0 | 245.0 | 249.0 | 54.0 | 217.0 | 72.0 | 145.0 | 305.0 | 512.0 | 4.0 | 16839.0 | 1459.0 | 5037.0 | 8268.0 | 3742.0 | 477.0 | 16837.0 | 9108.0 | 548.0 | 434.0 | 136.0 | 10514.0 | 474.0 | 305.0 | 1.0 | 376.0 | 340.0 | 44.0 | 0.0 | 6.0 | 1.0 | 1638.0 | 464.0 | 518.0 | 47.3 |
| 14 | Nice | 31.0 | 54.6 | 28.0 | 308.0 | 2520.0 | 41.0 | 30.0 | 5.0 | 5.0 | 54.0 | 7.0 | 1.46 | 1.07 | 2.54 | 1.29 | 2.36 | 35.7 | 31.9 | 1.28 | 1.14 | 28.0 | 28.0 | 2520.0 | 38.0 | 1.36 | 137.0 | 100.0 | 75.9 | 11.0 | 8.0 | 9.0 | 4.0 | 14.3 | 7.0 | 5.0 | 1.0 | 1.0 | 28.0 | 0.0 | 6.0 | 2.0 | 43.5 | 0.28 | 7.5 | 0.27 | 56.0 | 172.0 | 32.6 | 621.0 | 155.0 | 17.4 | 24.9 | 228.0 | 28.1 | 30.0 | 454.0 | 15.0 | 3.3 | 17.0 | 0.61 | 12.9 | 125.0 | 25.0 | 37.4 | 4.46 | 0.11 | 0.29 | 0.1 | 5.3 | 4.1 | 13394.0 | 15644.0 | 85.6 | 234661.0 | 78151.0 | 5945.0 | 6511.0 | 91.3 | 6148.0 | 6752.0 | 91.1 | 1083.0 | 1790.0 | 60.5 | 243.0 | 836.0 | 165.0 | 41.0 | 1260.0 | 14277.0 | 1345.0 | 401.0 | 24.0 | 120.0 | 395.0 | 131.0 | 51.0 | 51.0 | 3.0 | 519.0 | 22.0 | 192.0 | 598.0 | 21.36 | 396.0 | 52.0 | 44.0 | 39.0 | 72.0 | 2.57 | 50.0 | 7.0 | 8.0 | 5.0 | 0.0 | 471.0 | 279.0 | 246.0 | 180.0 | 45.0 | 280.0 | 81.0 | 199.0 | 343.0 | 480.0 | 13.0 | 18875.0 | 1893.0 | 6345.0 | 9323.0 | 3417.0 | 458.0 | 18870.0 | 10225.0 | 499.0 | 394.0 | 139.0 | 13324.0 | 479.0 | 281.0 | 4.0 | 295.0 | 362.0 | 22.0 | 4.0 | 7.0 | 2.0 | 1441.0 | 279.0 | 299.0 | 48.3 |
| 15 | Nîmes | 28.0 | 45.0 | 28.0 | 308.0 | 2520.0 | 29.0 | 20.0 | 2.0 | 2.0 | 41.0 | 6.0 | 1.04 | 0.71 | 1.75 | 0.96 | 1.68 | 30.3 | 28.7 | 1.08 | 1.03 | 28.0 | 28.0 | 2520.0 | 44.0 | 1.57 | 127.0 | 84.0 | 68.5 | 7.0 | 6.0 | 15.0 | 7.0 | 25.0 | 4.0 | 4.0 | 0.0 | 0.0 | 28.0 | 1.0 | 4.0 | 1.0 | 36.4 | 0.27 | -6.6 | -0.24 | 156.0 | 450.0 | 34.7 | 590.0 | 84.0 | 48.8 | 37.5 | 213.0 | 76.1 | 51.9 | 328.0 | 11.0 | 3.4 | 31.0 | 1.11 | 15.4 | 105.0 | 12.0 | 29.6 | 3.75 | 0.08 | 0.26 | 0.08 | -1.3 | -1.7 | 8100.0 | 11253.0 | 72.0 | 150389.0 | 62460.0 | 3604.0 | 4384.0 | 82.2 | 3332.0 | 4150.0 | 80.3 | 1004.0 | 2093.0 | 48.0 | 244.0 | 699.0 | 164.0 | 58.0 | 959.0 | 9597.0 | 1617.0 | 455.0 | 8.0 | 116.0 | 544.0 | 143.0 | 54.0 | 70.0 | 8.0 | 733.0 | 39.0 | 225.0 | 593.0 | 21.18 | 391.0 | 77.0 | 41.0 | 36.0 | 47.0 | 1.68 | 30.0 | 4.0 | 6.0 | 4.0 | 0.0 | 552.0 | 302.0 | 235.0 | 258.0 | 59.0 | 272.0 | 75.0 | 197.0 | 329.0 | 469.0 | 6.0 | 14493.0 | 1345.0 | 4519.0 | 6626.0 | 3515.0 | 486.0 | 14491.0 | 7068.0 | 421.0 | 295.0 | 91.0 | 8049.0 | 465.0 | 250.0 | 3.0 | 360.0 | 401.0 | 39.0 | 2.0 | 4.0 | 1.0 | 1431.0 | 575.0 | 596.0 | 49.1 |
| 16 | Paris S-G | 31.0 | 65.2 | 27.0 | 297.0 | 2430.0 | 71.0 | 51.0 | 6.0 | 8.0 | 50.0 | 1.0 | 2.63 | 1.89 | 4.52 | 2.41 | 4.3 | 74.2 | 67.9 | 2.75 | 2.51 | 27.0 | 27.0 | 2430.0 | 24.0 | 0.89 | 81.0 | 58.0 | 70.4 | 22.0 | 2.0 | 3.0 | 14.0 | 51.9 | 0.0 | 0.0 | 0.0 | 0.0 | 27.0 | 0.0 | 1.0 | 1.0 | 21.8 | 0.27 | -1.2 | -0.04 | 38.0 | 102.0 | 37.3 | 500.0 | 93.0 | 14.6 | 25.3 | 165.0 | 17.6 | 26.2 | 249.0 | 6.0 | 2.4 | 16.0 | 0.59 | 14.2 | 186.0 | 21.0 | 42.2 | 6.89 | 0.15 | 0.35 | 0.16 | -3.2 | -2.9 | 16726.0 | 19009.0 | 88.0 | 265322.0 | 86299.0 | 8660.0 | 9279.0 | 93.3 | 6218.0 | 6843.0 | 90.9 | 1201.0 | 1715.0 | 70.0 | 331.0 | 1195.0 | 379.0 | 54.0 | 1681.0 | 17723.0 | 1229.0 | 317.0 | 89.0 | 113.0 | 520.0 | 181.0 | 90.0 | 39.0 | 4.0 | 514.0 | 57.0 | 185.0 | 795.0 | 29.44 | 606.0 | 42.0 | 36.0 | 37.0 | 124.0 | 4.59 | 91.0 | 6.0 | 8.0 | 7.0 | 0.0 | 484.0 | 295.0 | 191.0 | 220.0 | 73.0 | 258.0 | 57.0 | 201.0 | 255.0 | 303.0 | 13.0 | 21903.0 | 1328.0 | 4729.0 | 12011.0 | 5325.0 | 855.0 | 21895.0 | 13031.0 | 711.0 | 568.0 | 194.0 | 16642.0 | 410.0 | 233.0 | 1.0 | 333.0 | 291.0 | 57.0 | 5.0 | 0.0 | 1.0 | 1511.0 | 234.0 | 226.0 | 50.9 |
| 17 | Reims | 26.0 | 48.9 | 28.0 | 308.0 | 2520.0 | 26.0 | 16.0 | 5.0 | 5.0 | 52.0 | 5.0 | 0.93 | 0.57 | 1.5 | 0.75 | 1.32 | 30.6 | 26.7 | 1.09 | 0.96 | 28.0 | 28.0 | 2520.0 | 21.0 | 0.75 | 91.0 | 66.0 | 79.1 | 10.0 | 11.0 | 7.0 | 12.0 | 42.9 | 6.0 | 2.0 | 4.0 | 0.0 | 28.0 | 1.0 | 3.0 | 0.0 | 27.3 | 0.24 | 6.3 | 0.22 | 117.0 | 361.0 | 32.4 | 821.0 | 137.0 | 31.7 | 32.9 | 210.0 | 48.1 | 42.3 | 413.0 | 27.0 | 6.5 | 20.0 | 0.71 | 12.2 | 87.0 | 14.0 | 26.1 | 3.11 | 0.06 | 0.24 | 0.08 | -4.6 | -5.7 | 10325.0 | 13260.0 | 77.9 | 196917.0 | 68147.0 | 4193.0 | 4859.0 | 86.3 | 4611.0 | 5416.0 | 85.1 | 1355.0 | 2389.0 | 56.7 | 249.0 | 721.0 | 176.0 | 50.0 | 1042.0 | 11748.0 | 1467.0 | 412.0 | 30.0 | 130.0 | 539.0 | 143.0 | 31.0 | 86.0 | 4.0 | 653.0 | 45.0 | 220.0 | 594.0 | 21.21 | 433.0 | 61.0 | 26.0 | 31.0 | 45.0 | 1.61 | 29.0 | 5.0 | 2.0 | 7.0 | 0.0 | 490.0 | 324.0 | 259.0 | 185.0 | 46.0 | 228.0 | 72.0 | 156.0 | 325.0 | 514.0 | 8.0 | 16410.0 | 1640.0 | 6000.0 | 7221.0 | 3385.0 | 488.0 | 16405.0 | 8780.0 | 597.0 | 375.0 | 114.0 | 10261.0 | 459.0 | 231.0 | 5.0 | 384.0 | 385.0 | 45.0 | 4.0 | 6.0 | 0.0 | 1478.0 | 427.0 | 503.0 | 45.9 |
| 18 | Rennes | 26.0 | 49.6 | 28.0 | 308.0 | 2520.0 | 37.0 | 26.0 | 3.0 | 5.0 | 51.0 | 1.0 | 1.32 | 0.93 | 2.25 | 1.21 | 2.14 | 37.1 | 33.4 | 1.33 | 1.19 | 28.0 | 28.0 | 2520.0 | 24.0 | 0.86 | 98.0 | 73.0 | 78.6 | 15.0 | 5.0 | 8.0 | 10.0 | 35.7 | 5.0 | 3.0 | 2.0 | 0.0 | 28.0 | 1.0 | 4.0 | 1.0 | 26.1 | 0.22 | 3.1 | 0.11 | 176.0 | 392.0 | 44.9 | 718.0 | 123.0 | 37.0 | 34.3 | 199.0 | 63.3 | 44.2 | 414.0 | 35.0 | 8.5 | 25.0 | 0.89 | 13.1 | 108.0 | 27.0 | 32.1 | 3.86 | 0.1 | 0.31 | 0.1 | -0.1 | 0.6 | 10388.0 | 13199.0 | 78.7 | 190846.0 | 70232.0 | 4476.0 | 5169.0 | 86.6 | 4433.0 | 5163.0 | 85.9 | 1227.0 | 2150.0 | 57.1 | 241.0 | 708.0 | 163.0 | 58.0 | 936.0 | 11752.0 | 1407.0 | 403.0 | 24.0 | 120.0 | 478.0 | 124.0 | 64.0 | 47.0 | 1.0 | 629.0 | 40.0 | 208.0 | 602.0 | 21.5 | 422.0 | 40.0 | 30.0 | 52.0 | 62.0 | 2.21 | 44.0 | 3.0 | 5.0 | 4.0 | 0.0 | 501.0 | 296.0 | 251.0 | 205.0 | 45.0 | 277.0 | 96.0 | 181.0 | 272.0 | 594.0 | 7.0 | 16431.0 | 1665.0 | 5490.0 | 7998.0 | 3138.0 | 456.0 | 16426.0 | 9926.0 | 557.0 | 389.0 | 107.0 | 10319.0 | 435.0 | 263.0 | 0.0 | 387.0 | 404.0 | 40.0 | 5.0 | 5.0 | 1.0 | 1462.0 | 495.0 | 465.0 | 51.6 |
| 19 | Saint-Étienne | 31.0 | 48.2 | 28.0 | 308.0 | 2520.0 | 28.0 | 20.0 | 5.0 | 5.0 | 59.0 | 3.0 | 1.0 | 0.71 | 1.71 | 0.82 | 1.54 | 31.4 | 27.6 | 1.12 | 0.99 | 28.0 | 28.0 | 2520.0 | 45.0 | 1.61 | 125.0 | 80.0 | 68.0 | 8.0 | 6.0 | 14.0 | 5.0 | 17.9 | 6.0 | 5.0 | 0.0 | 1.0 | 28.0 | 0.0 | 2.0 | 0.0 | 40.2 | 0.28 | -4.8 | -0.17 | 125.0 | 375.0 | 33.3 | 605.0 | 104.0 | 42.0 | 35.5 | 209.0 | 57.9 | 42.7 | 338.0 | 13.0 | 3.8 | 20.0 | 0.71 | 13.0 | 97.0 | 15.0 | 31.9 | 3.46 | 0.08 | 0.24 | 0.09 | -3.4 | -4.6 | 10048.0 | 13149.0 | 76.4 | 179624.0 | 66007.0 | 4427.0 | 5195.0 | 85.2 | 4198.0 | 5013.0 | 83.7 | 1101.0 | 2146.0 | 51.3 | 219.0 | 687.0 | 145.0 | 43.0 | 979.0 | 11633.0 | 1473.0 | 375.0 | 24.0 | 119.0 | 563.0 | 140.0 | 87.0 | 36.0 | 2.0 | 678.0 | 43.0 | 227.0 | 520.0 | 18.57 | 352.0 | 54.0 | 25.0 | 37.0 | 51.0 | 1.82 | 30.0 | 8.0 | 5.0 | 5.0 | 1.0 | 512.0 | 318.0 | 212.0 | 238.0 | 62.0 | 267.0 | 63.0 | 204.0 | 376.0 | 478.0 | 15.0 | 16336.0 | 1527.0 | 5344.0 | 7827.0 | 3335.0 | 434.0 | 16331.0 | 8001.0 | 515.0 | 352.0 | 96.0 | 9974.0 | 476.0 | 296.0 | 2.0 | 371.0 | 324.0 | 43.0 | 3.0 | 6.0 | 0.0 | 1542.0 | 532.0 | 526.0 | 50.3 |
| 20 | Strasbourg | 25.0 | 49.6 | 27.0 | 297.0 | 2430.0 | 32.0 | 21.0 | 3.0 | 4.0 | 46.0 | 1.0 | 1.19 | 0.78 | 1.96 | 1.07 | 1.85 | 34.2 | 31.1 | 1.27 | 1.15 | 27.0 | 27.0 | 2430.0 | 32.0 | 1.19 | 104.0 | 71.0 | 75.0 | 11.0 | 5.0 | 11.0 | 8.0 | 29.6 | 7.0 | 6.0 | 1.0 | 0.0 | 27.0 | 0.0 | 3.0 | 0.0 | 33.4 | 0.26 | 1.4 | 0.05 | 199.0 | 458.0 | 43.4 | 651.0 | 111.0 | 49.3 | 39.6 | 201.0 | 68.2 | 51.3 | 335.0 | 17.0 | 5.1 | 9.0 | 0.33 | 11.0 | 105.0 | 13.0 | 32.5 | 3.89 | 0.09 | 0.28 | 0.1 | -2.2 | -2.1 | 10044.0 | 12842.0 | 78.2 | 195373.0 | 69947.0 | 3908.0 | 4556.0 | 85.8 | 4143.0 | 4872.0 | 85.0 | 1597.0 | 2582.0 | 61.9 | 246.0 | 733.0 | 198.0 | 75.0 | 982.0 | 11488.0 | 1321.0 | 342.0 | 23.0 | 215.0 | 579.0 | 129.0 | 46.0 | 60.0 | 0.0 | 592.0 | 33.0 | 205.0 | 572.0 | 21.19 | 423.0 | 56.0 | 23.0 | 31.0 | 56.0 | 2.07 | 43.0 | 3.0 | 2.0 | 5.0 | 0.0 | 472.0 | 293.0 | 234.0 | 193.0 | 45.0 | 198.0 | 51.0 | 147.0 | 301.0 | 436.0 | 11.0 | 15640.0 | 1461.0 | 4811.0 | 7586.0 | 3427.0 | 469.0 | 15636.0 | 9288.0 | 492.0 | 388.0 | 80.0 | 9971.0 | 440.0 | 255.0 | 1.0 | 367.0 | 311.0 | 33.0 | 4.0 | 7.0 | 0.0 | 1442.0 | 512.0 | 399.0 | 56.2 |
| 21 | Toulouse | 30.0 | 44.2 | 28.0 | 308.0 | 2520.0 | 21.0 | 14.0 | 4.0 | 6.0 | 48.0 | 5.0 | 0.75 | 0.5 | 1.25 | 0.61 | 1.11 | 31.7 | 27.2 | 1.13 | 0.97 | 28.0 | 28.0 | 2520.0 | 58.0 | 2.07 | 146.0 | 87.0 | 62.3 | 3.0 | 4.0 | 21.0 | 3.0 | 10.7 | 5.0 | 3.0 | 2.0 | 0.0 | 28.0 | 1.0 | 3.0 | 1.0 | 44.0 | 0.27 | -13.0 | -0.47 | 222.0 | 586.0 | 37.9 | 739.0 | 96.0 | 51.4 | 38.9 | 286.0 | 72.0 | 49.9 | 437.0 | 17.0 | 3.9 | 28.0 | 1.0 | 15.7 | 90.0 | 12.0 | 29.0 | 3.21 | 0.05 | 0.19 | 0.09 | -10.7 | -10.2 | 9333.0 | 12290.0 | 75.9 | 159454.0 | 65760.0 | 4710.0 | 5440.0 | 86.6 | 3342.0 | 4089.0 | 81.7 | 997.0 | 2067.0 | 48.2 | 230.0 | 655.0 | 165.0 | 57.0 | 949.0 | 10842.0 | 1418.0 | 341.0 | 15.0 | 60.0 | 534.0 | 123.0 | 43.0 | 72.0 | 0.0 | 582.0 | 30.0 | 214.0 | 552.0 | 19.71 | 381.0 | 57.0 | 34.0 | 29.0 | 39.0 | 1.39 | 26.0 | 2.0 | 4.0 | 4.0 | 1.0 | 549.0 | 346.0 | 270.0 | 227.0 | 52.0 | 252.0 | 77.0 | 175.0 | 320.0 | 592.0 | 13.0 | 15562.0 | 1755.0 | 5101.0 | 7114.0 | 3522.0 | 492.0 | 15556.0 | 8756.0 | 556.0 | 379.0 | 96.0 | 9271.0 | 475.0 | 293.0 | 1.0 | 396.0 | 295.0 | 30.0 | 4.0 | 5.0 | 1.0 | 1517.0 | 468.0 | 522.0 | 47.3 |