{
  "etude": "20",
  "statut": "exécuté",
  "niveau": "recalcul · agrégats (zones, pied, gardien)",
  "genere_le": "2026-11-10T15:11:17+00:00",
  "environnement": {
    "python": "3.11.9",
    "pandas": "3.0.3",
    "numpy": "2.4.6"
  },
  "entrees": {
    "20-big5-penalties.csv": {
      "sha256": "966b5bbcf18d1cdb8b67b205622b5fb1473293592bda0b57f491a7d35a54c7c1",
      "octets": 773073
    },
    "20-matches.csv": {
      "sha256": "29c4f4e78592fd98de0ab2bd33d1b8e8df202c48591c87bed3fe3d2be1f3003a",
      "octets": 2271
    }
  },
  "chiffres": {
    "penalties": 9231,
    "goals": 7156,
    "conversion": 77.52139529845087,
    "seasons": 17,
    "leagues": 5,
    "zones": {
      "LowLeft": {
        "n": 3472,
        "share": 37.61239302350774,
        "goals": 2644,
        "conversion": 76.15207373271889
      },
      "LowCentre": {
        "n": 1142,
        "share": 12.371357382732098,
        "goals": 879,
        "conversion": 76.97022767075306
      },
      "LowRight": {
        "n": 2873,
        "share": 31.123388581952117,
        "goals": 2232,
        "conversion": 77.68882701009397
      },
      "HighLeft": {
        "n": 631,
        "share": 6.835662441772289,
        "goals": 507,
        "conversion": 80.3486529318542
      },
      "HighCentre": {
        "n": 519,
        "share": 5.622359441013975,
        "goals": 410,
        "conversion": 78.9980732177264
      },
      "HighRight": {
        "n": 594,
        "share": 6.434839129021775,
        "goals": 484,
        "conversion": 81.48148148148148
      }
    },
    "high": {
      "n": 1744,
      "goals": 1401,
      "share": 18.892861011808037,
      "conversion": 80.33256880733946
    },
    "low_centre": {
      "n": 1142,
      "share": 12.371357382732098,
      "goals": 879,
      "conversion": 76.97022767075306
    },
    "low_right": {
      "n": 2873,
      "share": 31.123388581952117,
      "goals": 2232,
      "conversion": 77.68882701009397
    },
    "natural": {
      "Right": {
        "natural_zone": "LowLeft",
        "n_nat": 2769,
        "conv_nat": 75.15348501263995,
        "opposite_zone": "LowRight",
        "n_opp": 2040,
        "conv_opp": 78.82352941176471
      },
      "Left": {
        "natural_zone": "LowRight",
        "n_nat": 833,
        "conv_nat": 74.90996398559425,
        "opposite_zone": "LowLeft",
        "n_opp": 703,
        "conv_opp": 80.08534850640113
      }
    },
    "left_foot": {
      "first": 19.162995594713657,
      "last": 31.521739130434785,
      "by_season": {
        "2009-2010": 19.162995594713657,
        "2010-2011": 20.858895705521473,
        "2011-2012": 27.01688555347092,
        "2012-2013": 23.588709677419356,
        "2013-2014": 22.529644268774703,
        "2014-2015": 20.15655577299413,
        "2015-2016": 20.32854209445585,
        "2016-2017": 22.14650766609881,
        "2017-2018": 19.038817005545287,
        "2018-2019": 20.68376068376068,
        "2019-2020": 20.203735144312393,
        "2020-2021": 24.12790697674419,
        "2021-2022": 26.47058823529412,
        "2022-2023": 27.670753064798596,
        "2023-2024": 33.03085299455535,
        "2024-2025": 25.925925925925924,
        "2025-2026": 31.521739130434785
      }
    },
    "keeper": {
      "dives": 7349,
      "correct": 3747,
      "wrong": 3602,
      "save_correct": 33.27995729917267,
      "save_wrong": 0.44419766796224325,
      "save_correct_goals": 1247,
      "save_wrong_goals": 16,
      "correct_pct": 50.986528779425775
    },
    "league": [
      {
        "league": "Bundesliga",
        "n": 1490,
        "goals": 1152,
        "conversion": 77.31543624161074
      },
      {
        "league": "La Liga",
        "n": 1996,
        "goals": 1534,
        "conversion": 76.85370741482967
      },
      {
        "league": "Ligue 1",
        "n": 1922,
        "goals": 1493,
        "conversion": 77.67950052029137
      },
      {
        "league": "Premier League",
        "n": 1652,
        "goals": 1311,
        "conversion": 79.35835351089588
      },
      {
        "league": "Serie A",
        "n": 2171,
        "goals": 1666,
        "conversion": 76.73883003224321
      }
    ],
    "p_league": 0.33824334258637134,
    "chi2": 4.536483768656753,
    "per_match": {
      "Bundesliga": 0.2865384615384615,
      "La Liga": 0.30902616504102803,
      "Ligue 1": 0.3135911241638114,
      "Premier League": 0.2558859975216852,
      "Serie A": 0.33669354838709675
    },
    "missing_zone": 517
  },
  "assertions_ok": [
    "9 231 penalties après exclusion de 2026-27, sur 17 saisons et cinq ligues",
    "77,5 % de réussite globale (7 156 buts)",
    "bas gauche : 3 472 tirs (37,6 %), 76,2 % de réussite",
    "zones hautes : 1 744 tirs (18,9 %), 80,3 % de réussite",
    "bas centre 12,4 % et bas droit 31,1 %, autour de 77 %",
    "droitiers : 75,2 % côté naturel (n = 2 769) contre 78,8 % côté opposé (n = 2 040)",
    "gauchers : 74,9 % côté naturel (n = 833) contre 80,1 % côté opposé (n = 703)",
    "gauchers de 19,2 % à 31,5 % des tireurs ; plongeons à gauche 44,2 %",
    "bon côté : 33,3 % d'arrêts (1 247/3 747) contre 0,4 % (16/3 602)",
    "ligues : 76,7–79,4 % (p = 0,34) ; Serie A 0,337 penalty/match, Premier League 0,256"
  ],
  "non_verifie": []
}