{
  "match_info": {
    "home_team": "Belgium",
    "away_team": "Egypt",
    "tournament": "FIFA World Cup",
    "date": "20260615",
    "timezone": "America/New_York",
    "home_formation": "4-2-3-1",
    "away_formation": "5-4-1"
  },
  "prediction": {
    "most_likely_score": "1-1",
    "home_goals": 1,
    "away_goals": 1,
    "most_likely_score_probability": 0.1114,
    "top_5_scorelines": [
      {
        "score": "1-1",
        "probability": 0.1114
      },
      {
        "score": "1-0",
        "probability": 0.1106
      },
      {
        "score": "2-1",
        "probability": 0.0981
      },
      {
        "score": "2-0",
        "probability": 0.098
      },
      {
        "score": "0-0",
        "probability": 0.0631
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0631,
      "0-1": 0.0625,
      "0-2": 0.0315,
      "0-3": 0.0105,
      "0-4": 0.0026,
      "0-5": 0.0005,
      "1-0": 0.1106,
      "1-1": 0.1114,
      "1-2": 0.0556,
      "1-3": 0.0185,
      "1-4": 0.0046,
      "1-5": 0.0009,
      "2-0": 0.098,
      "2-1": 0.0981,
      "2-2": 0.0491,
      "2-3": 0.0164,
      "2-4": 0.0041,
      "2-5": 0.0008,
      "3-0": 0.0577,
      "3-1": 0.0578,
      "3-2": 0.0289,
      "3-3": 0.0097,
      "3-4": 0.0024,
      "4-0": 0.0255,
      "4-1": 0.0255,
      "4-2": 0.0128,
      "4-3": 0.0043,
      "4-4": 0.0011,
      "5-0": 0.009,
      "5-1": 0.009,
      "5-2": 0.0045,
      "5-3": 0.0015,
      "6-0": 0.0027,
      "6-1": 0.0027,
      "6-2": 0.0013,
      "7-0": 0.0007,
      "7-1": 0.0007
    },
    "outcome": {
      "home_win": 0.5532,
      "draw": 0.2344,
      "away_win": 0.2123
    },
    "markets": {
      "over_2_5_goals": 0.5229,
      "under_2_5_goals": 0.4771,
      "btts_yes": 0.5248,
      "btts_no": 0.4752,
      "home_clean_sheet": 0.3675,
      "away_clean_sheet": 0.1708
    },
    "home_ratings": {
      "DR": 7.23,
      "MCR": 7.68,
      "ATR": 6.84,
      "GK": 7.2
    },
    "away_ratings": {
      "DR": 6.8,
      "MCR": 7.51,
      "ATR": 8.01,
      "GK": 6.67
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Belgium vs Egypt. Most likely scoreline: 1-1. Lambdas derived from 4 home and 6 away individual player duels.",
      "key_player": "Projected scorer(s): Jérémy Doku, Mahmoud Trézéguet",
      "tactical_analysis": "Tactical parity between 4-2-3-1 and 5-4-1. Match outcome driven primarily by individual player quality. Home midfield dominates with ~53% possession expected (Jérémy Doku vs Mohamed Salah). Total antagonist xG — Home: 0.63, Away: 1.32. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Left Mid vs Right Back — Wide Channel."
    },
    "confidence": 0.77,
    "home_lambda": 1.767,
    "away_lambda": 1.001
  },
  "teams": {
    "Belgium": {
      "formation": "4-2-3-1",
      "players": {
        "Thibaut Courtois": {
          "player_id": 70988,
          "position": "G",
          "position_depth": "G",
          "is_starter": true,
          "shirt_number": 1,
          "height": 200,
          "market_value": 14500000,
          "stats": {
            "saves": 2,
            "goals_prevented": 0.6681,
            "rating": 7.2007,
            "minutes": 84,
            "total_pass": 41,
            "accurate_pass": 34,
            "total_long_balls": 10,
            "accurate_long_balls": 4,
            "touches": 51,
            "clearances": 1,
            "ball_recovery": 9,
            "high_claims": 2,
            "punches": 0.0,
            "aerial_won": 1,
            "sweeper_actions": 2,
            "sweeper_accurate": 2,
            "saves_inside_box": 3,
            "possession_lost": 6.8175,
            "duels_won": 1,
            "duels_lost": 0,
            "total_contest": 0,
            "won_contest": 0,
            "fouls": 0,
            "fouls_drawn": 1,
            "total_own_half_passes": 34,
            "accurate_own_half_passes": 32,
            "expected_saves": 2.78,
            "high_pressure_saves": 1.06,
            "shots_faced": 6.0,
            "opponent_faced": "Mahmoud Trézéguet, Mohamed Salah",
            "matchup_zone": "Goalkeeper shot-stopping context",
            "antagonist_source": "formation_fallback",
            "fifa_overall": 89.0,
            "goals": 0,
            "projected_goals": 0,
            "goal_probability": 0.0
          },
          "latest_10_games": [
            {
              "match_id": 14083731,
              "match_date": "2026-05-23",
              "home_team": "Real Madrid",
              "away_team": "Athletic Club",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Real Madrid",
              "opponent": "Athletic Club",
              "stats": {
                "minutes": 90,
                "rating": 6.5,
                "assists": 0,
                "expected_assists": 0.0003,
                "total_shots": 0,
                "total_pass": 54,
                "accurate_pass": 51,
                "ball_recovery": 15,
                "goals_prevented": -0.3506
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14083702,
              "match_date": "2026-05-17",
              "home_team": "Sevilla",
              "away_team": "Real Madrid",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Real Madrid",
              "opponent": "Sevilla",
              "stats": {
                "minutes": 90,
                "rating": 7.9,
                "assists": 0,
                "expected_assists": 0.0004,
                "total_shots": 0,
                "total_pass": 60,
                "accurate_pass": 48,
                "ball_recovery": 12,
                "saves": 6,
                "goals_prevented": 0.5013
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14083649,
              "match_date": "2026-05-14",
              "home_team": "Real Madrid",
              "away_team": "Real Oviedo",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Real Madrid",
              "opponent": "Real Oviedo",
              "stats": {
                "minutes": 90,
                "rating": 7.3,
                "assists": 0,
                "expected_assists": 0.0001,
                "total_shots": 0,
                "total_pass": 21,
                "accurate_pass": 18,
                "ball_recovery": 6,
                "saves": 1,
                "goals_prevented": 0.5127
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15631365,
              "match_date": "2026-03-17",
              "home_team": "Manchester City",
              "away_team": "Real Madrid",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Real Madrid",
              "opponent": "Manchester City",
              "stats": {
                "minutes": 45,
                "rating": 7.1,
                "assists": 0,
                "expected_assists": 0.0001,
                "total_shots": 0,
                "total_pass": 21,
                "accurate_pass": 18,
                "ball_recovery": 3,
                "saves": 4,
                "goals_prevented": 0.5202
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15631329,
              "match_date": "2026-03-11",
              "home_team": "Real Madrid",
              "away_team": "Manchester City",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Real Madrid",
              "opponent": "Manchester City",
              "stats": {
                "minutes": 90,
                "rating": 8.4,
                "assists": 1,
                "expected_assists": 0.0018,
                "total_shots": 0,
                "total_pass": 37,
                "accurate_pass": 28,
                "key_pass": 1,
                "clearances": 1,
                "duels_won": 1,
                "ball_recovery": 8,
                "saves": 4,
                "goals_prevented": 0.5291
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15452752,
              "match_date": "2026-02-25",
              "home_team": "Real Madrid",
              "away_team": "Benfica",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Real Madrid",
              "opponent": "Benfica",
              "stats": {
                "minutes": 90,
                "rating": 6.9,
                "assists": 0,
                "expected_assists": 0.0002,
                "total_shots": 0,
                "total_pass": 45,
                "accurate_pass": 35,
                "aerial_won": 1,
                "duels_won": 1,
                "ball_recovery": 9,
                "saves": 4,
                "goals_prevented": 0.329
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 394,
            "combined_rank_score": 199.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 371.0,
            "sofascore_rating": 6.95,
            "sofascore_appearances": 32.0,
            "fifa_rank": 28.0,
            "fifa_overall": 89.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 14,
            "squad_role": "starter",
            "projected_match_rating": 7.2007,
            "source_file": "data/player_rankings.csv",
            "player_name": "Thibaut Courtois",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Rodrigo Nestor",
                  "ranking": 389
                },
                {
                  "player_name": "Nicolò Barella",
                  "ranking": 390
                },
                {
                  "player_name": "Strahinja Eraković",
                  "ranking": 391
                },
                {
                  "player_name": "Gabriel Menino",
                  "ranking": 392
                },
                {
                  "player_name": "Ruan Pablo",
                  "ranking": 393
                }
              ],
              "lower": [
                {
                  "player_name": "Yassine Titraoui",
                  "ranking": 395
                },
                {
                  "player_name": "Gabriel Martínez",
                  "ranking": 396
                },
                {
                  "player_name": "Lucas Esquivel",
                  "ranking": 397
                },
                {
                  "player_name": "Caio Alexandre",
                  "ranking": 398
                },
                {
                  "player_name": "Jovan Milošević",
                  "ranking": 399
                }
              ]
            }
          }
        },
        "Thomas Meunier": {
          "player_id": 128587,
          "position": "D",
          "position_depth": "D",
          "is_starter": true,
          "shirt_number": 15,
          "height": 190,
          "market_value": 1400000,
          "stats": {
            "interceptions": 1,
            "tackles": 1,
            "tackles_won": 0,
            "clearances": 1,
            "aerial_won": 0,
            "rating": 6.9052,
            "minutes": 71,
            "total_pass": 50,
            "accurate_pass": 43,
            "duels_won": 3,
            "total_long_balls": 5,
            "accurate_long_balls": 4,
            "total_own_half_passes": 16,
            "accurate_own_half_passes": 15,
            "total_opp_half_passes": 34,
            "accurate_opp_half_passes": 28,
            "crosses_total": 3,
            "crosses_accurate": 1,
            "touches": 70,
            "possession_lost": 10.3029,
            "dispossessed": 0.9812,
            "duels_lost": 2,
            "aerial_lost": 1,
            "total_contest": 1,
            "won_contest": 2,
            "ball_recovery": 5,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 0,
            "blocks": 0,
            "goal_rate": 0.0,
            "goals": 0,
            "assists": 0,
            "expected_goals": 0.1472,
            "expected_assists": 0.1276,
            "total_shots": 1,
            "shots_on_target": 1,
            "shots_off_target": 1,
            "big_chances_created": 1,
            "xgot": 0.0392,
            "ball_carries": 21,
            "total_progression": 76,
            "progressive_carries": 2,
            "key_pass": 1,
            "tackles_in_zone": 1.9,
            "tackles_won_in_zone": 1.5,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.5,
            "opponent_faced": "Mohamed Salah",
            "pressing_zone": "Right Mid vs Left Back — Wide Channel",
            "matchup_zone": "Right Mid vs Left Back — Wide Channel",
            "antagonist_source": "defensive_duel",
            "fifa_overall": 76.0,
            "projected_goals": 0,
            "goal_probability": 0.0465
          },
          "latest_10_games": [
            {
              "match_id": 14064521,
              "match_date": "2026-05-10",
              "home_team": "AS Monaco",
              "away_team": "Lille",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Lille",
              "opponent": "AS Monaco",
              "stats": {
                "minutes": 90,
                "rating": 7.7,
                "assists": 0,
                "expected_goals": 0.1511,
                "expected_assists": 0.2164,
                "total_shots": 2,
                "shots_on_target": 1,
                "total_pass": 43,
                "accurate_pass": 37,
                "key_pass": 1,
                "tackles": 2,
                "tackles_won": 1,
                "interceptions": 2,
                "clearances": 1,
                "duels_won": 5,
                "ball_recovery": 9
              },
              "has_player_stats": true,
              "league_name": "Ligue 1",
              "league_id": "34",
              "league_slug": "ligue-1",
              "league_country": "France",
              "season_id": "77356",
              "season_name": "Ligue 1 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14167987,
              "match_date": "2026-05-03",
              "home_team": "Lille",
              "away_team": "Le Havre",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Lille",
              "opponent": "Le Havre",
              "stats": {
                "minutes": 85,
                "rating": 6.7,
                "assists": 0,
                "expected_assists": 0.1352,
                "total_shots": 0,
                "total_pass": 50,
                "accurate_pass": 43,
                "key_pass": 1,
                "tackles": 1,
                "clearances": 3,
                "duels_won": 1,
                "ball_recovery": 5
              },
              "has_player_stats": true,
              "league_name": "Ligue 1",
              "league_id": "34",
              "league_slug": "ligue-1",
              "league_country": "France",
              "season_id": "77356",
              "season_name": "Ligue 1 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15631843,
              "match_date": "2026-03-19",
              "home_team": "Aston Villa",
              "away_team": "Lille",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Lille",
              "opponent": "Aston Villa",
              "stats": {
                "minutes": 81,
                "rating": 6.8,
                "assists": 0,
                "expected_goals": 0.0158,
                "expected_assists": 0.0112,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 43,
                "accurate_pass": 36,
                "tackles": 3,
                "tackles_won": 2,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 5,
                "ball_recovery": 5
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15631836,
              "match_date": "2026-03-12",
              "home_team": "Lille",
              "away_team": "Aston Villa",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Lille",
              "opponent": "Aston Villa",
              "stats": {
                "minutes": 24,
                "rating": 6.7,
                "assists": 0,
                "expected_assists": 0.0392,
                "total_shots": 0,
                "total_pass": 22,
                "accurate_pass": 17,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 1,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 13233695,
              "match_date": "2025-11-18",
              "home_team": "Belgium",
              "away_team": "Liechtenstein",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Belgium",
              "opponent": "Liechtenstein",
              "stats": {
                "minutes": 90,
                "rating": 8.9,
                "assists": 1,
                "total_shots": 3,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 89,
                "accurate_pass": 80,
                "key_pass": 2,
                "tackles": 3,
                "tackles_won": 1,
                "interceptions": 2,
                "aerial_won": 3,
                "duels_won": 7
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. UEFA",
              "league_id": "11",
              "league_slug": "world-championship-qual-uefa",
              "league_country": "Europe",
              "season_id": "69427",
              "season_name": "World Cup Qualification, UEFA 2026",
              "season_year": "2026"
            }
          ],
          "ranking": {
            "global_player_rank": 13882,
            "combined_rank_score": 844.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 90.0,
            "sofascore_rating": 7.4714,
            "sofascore_appearances": 7.0,
            "fifa_rank": 1598.0,
            "fifa_overall": 76.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 18,
            "squad_role": "starter",
            "projected_match_rating": 6.9052,
            "source_file": "data/player_rankings.csv",
            "player_name": "Thomas Meunier",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Adam Hložek",
                  "ranking": 13877
                },
                {
                  "player_name": "Lucas Bergvall",
                  "ranking": 13878
                },
                {
                  "player_name": "Yastin Cuevas",
                  "ranking": 13879
                },
                {
                  "player_name": "Je-min Yeon",
                  "ranking": 13880
                },
                {
                  "player_name": "Riquelme",
                  "ranking": 13881
                }
              ],
              "lower": [
                {
                  "player_name": "Adrián Martínez",
                  "ranking": 13883
                },
                {
                  "player_name": "Konstantinos Tzolakis",
                  "ranking": 13884
                },
                {
                  "player_name": "Amir To'raqulov",
                  "ranking": 13885
                },
                {
                  "player_name": "Carlitos Rodriguez",
                  "ranking": 13886
                },
                {
                  "player_name": "Christian Mafla",
                  "ranking": 13887
                }
              ]
            }
          }
        },
        "Nathan Ngoy": {
          "player_id": 1119487,
          "position": "D",
          "position_depth": "D",
          "is_starter": true,
          "shirt_number": 25,
          "height": 183,
          "market_value": 24000000,
          "stats": {
            "interceptions": 0,
            "tackles": 1,
            "tackles_won": 1,
            "clearances": 4,
            "aerial_won": 1,
            "rating": 7.3426,
            "minutes": 95,
            "total_pass": 65,
            "accurate_pass": 60,
            "duels_won": 3,
            "total_long_balls": 6,
            "accurate_long_balls": 3,
            "total_own_half_passes": 38,
            "accurate_own_half_passes": 36,
            "total_opp_half_passes": 27,
            "accurate_opp_half_passes": 24,
            "crosses_total": 0,
            "crosses_accurate": 0,
            "touches": 75,
            "possession_lost": 5.5154,
            "dispossessed": 0.0,
            "duels_lost": 4,
            "aerial_lost": 2,
            "total_contest": 1,
            "won_contest": 1,
            "ball_recovery": 5,
            "challenges_lost": 1,
            "fouls": 2,
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            "aerial_lost": 0,
            "interceptions": 0,
            "tackles_won": 0,
            "tackles": 0,
            "clearances": 0,
            "total_contest": 0,
            "won_contest": 0,
            "challenges_lost": 0,
            "fouls": 0,
            "fouls_drawn": 0,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 0,
            "shots_off_target": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.0,
            "ball_carries": 0,
            "total_progression": 1,
            "progressive_carries": 0,
            "bench_appearance_probability": 0.5,
            "bench_expected_minutes": 22.01,
            "fifa_overall": 84.0
          },
          "latest_10_games": [
            {
              "match_id": 16138371,
              "match_date": "2026-05-20",
              "home_team": "Al-Masry",
              "away_team": "Al Ahly FC",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Al Ahly FC",
              "opponent": "Al-Masry",
              "stats": {
                "minutes": 1,
                "assists": 0,
                "expected_assists": 0.0013,
                "total_shots": 0,
                "total_pass": 2,
                "accurate_pass": 1
              },
              "has_player_stats": true,
              "league_name": "Egyptian Premier League",
              "league_id": "808",
              "league_slug": "premier-league",
              "league_country": "Egypt",
              "season_id": "79317",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 644,
            "combined_rank_score": 218.0,
            "ranking_source": "sofascore_plus_fifa_csv_filled",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 203.0,
            "fifa_overall": 84.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 7,
            "squad_role": "substitute",
            "projected_match_rating": 0.0,
            "source_file": "data/player_rankings.csv",
            "player_name": "Zizo",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Johan Rojas",
                  "ranking": 639
                },
                {
                  "player_name": "Muhammed-Cham Saračević",
                  "ranking": 640
                },
                {
                  "player_name": "Felipe Chávez",
                  "ranking": 641
                },
                {
                  "player_name": "Henrik Wendel Meister",
                  "ranking": 642
                },
                {
                  "player_name": "Iago Borduchi",
                  "ranking": 643
                }
              ],
              "lower": [
                {
                  "player_name": "José Caicedo",
                  "ranking": 645
                },
                {
                  "player_name": "Adam Markhiev",
                  "ranking": 646
                },
                {
                  "player_name": "Luis Alberto",
                  "ranking": 647
                },
                {
                  "player_name": "Benjamín Garré",
                  "ranking": 648
                },
                {
                  "player_name": "Juan Cáceres",
                  "ranking": 649
                }
              ]
            }
          }
        },
        "Hamza Abdelkarim": {
          "player_id": 1961596,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 39,
          "height": 182,
          "market_value": 1000000,
          "stats": {
            "expected_goals": 0.0414,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 0,
            "total_shots": 1,
            "rating": 6.6724,
            "minutes": 25,
            "expected_assists": 0.0138,
            "duels_won": 1,
            "aerial_won": 0,
            "key_pass": 0,
            "bench_appearance_probability": 0.559,
            "bench_expected_minutes": 25.29,
            "fifa_overall": 85.0
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": 1425,
            "combined_rank_score": 196.0,
            "ranking_source": "sofascore_plus_fifa_csv_filled",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 132.0,
            "fifa_overall": 85.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 14,
            "squad_role": "substitute",
            "projected_match_rating": 6.6724,
            "source_file": "data/player_rankings.csv",
            "player_name": "Hamza Abdelkarim",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Motoki Hasegawa",
                  "ranking": 1420
                },
                {
                  "player_name": "Yusuke Matsuo",
                  "ranking": 1421
                },
                {
                  "player_name": "Pedro Zarza",
                  "ranking": 1422
                },
                {
                  "player_name": "Thiago Andrade",
                  "ranking": 1423
                },
                {
                  "player_name": "Jakub Pira",
                  "ranking": 1424
                }
              ],
              "lower": [
                {
                  "player_name": "Jack Fletcher",
                  "ranking": 1426
                },
                {
                  "player_name": "Jaloliddin Masharipov",
                  "ranking": 1427
                },
                {
                  "player_name": "Alex Santana",
                  "ranking": 1428
                },
                {
                  "player_name": "Ahmed Fatouh",
                  "ranking": 1429
                },
                {
                  "player_name": "Erick Belé",
                  "ranking": 1430
                }
              ]
            }
          }
        },
        "Ibrahim Adel": {
          "player_id": 1008171,
          "position": "M",
          "position_depth": "M_BENCH",
          "is_starter": false,
          "shirt_number": 14,
          "height": 173,
          "market_value": 3300000,
          "stats": {
            "key_pass": 0,
            "expected_assists": 0.024,
            "assists": 0,
            "expected_goals": 0.012,
            "rating": 6.68,
            "minutes": 22,
            "total_pass": 11,
            "accurate_pass": 9,
            "ball_recovery": 1,
            "duels_won": 1,
            "total_shots": 0,
            "bench_appearance_probability": 0.499,
            "bench_expected_minutes": 21.99,
            "fifa_overall": 82.0
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": 675,
            "combined_rank_score": 321.5,
            "ranking_source": "sofascore_plus_fifa_csv_filled",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 406.0,
            "fifa_overall": 82.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 8,
            "squad_role": "substitute",
            "projected_match_rating": 6.68,
            "source_file": "data/player_rankings.csv",
            "player_name": "Ibrahim Adel",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Henry Mosquera",
                  "ranking": 670
                },
                {
                  "player_name": "Ashraf El Mahdioui",
                  "ranking": 671
                },
                {
                  "player_name": "Viery",
                  "ranking": 672
                },
                {
                  "player_name": "Juan Arizala",
                  "ranking": 673
                },
                {
                  "player_name": "Franz-Ethan Meichtry",
                  "ranking": 674
                }
              ],
              "lower": [
                {
                  "player_name": "Petar Stanić",
                  "ranking": 676
                },
                {
                  "player_name": "Avazbek Ulmasaliyev",
                  "ranking": 677
                },
                {
                  "player_name": "Jun-yeong Jang",
                  "ranking": 678
                },
                {
                  "player_name": "Álvaro Medrán",
                  "ranking": 679
                },
                {
                  "player_name": "Nemanja Trifunović",
                  "ranking": 680
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 1,
        "expected_goals": 1.0,
        "expected_assists": 0.61,
        "total_shots": 12,
        "shots_on_target": 4,
        "total_passes": 383,
        "interceptions": 9,
        "tackles": 25,
        "avg_rating": 7.22,
        "possession_estimated_pct": 46.7,
        "pressing_actions_per_90": 6.8
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Youri Tielemans",
        "attacker_role": "LW",
        "attacker_market_value": 38000000,
        "attacker_height": 177,
        "attacker_skill_quality": 0.77,
        "defenders": [
          "Ahmed Fatouh"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.412,
        "duel_zone": "LW vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.577,
        "xg_contribution": 0.0446,
        "shots_in_zone": 2.2,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.0,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Ahmed Fatouh",
            "role": "CB",
            "market_value": 1000000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.4,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.423
          }
        ],
        "duel_analysis": "Youri Tielemans (LW) is slightly favored against Ahmed Fatouh in a direct 1v1 contest. Duel win probability: 58%. The quality gap is significant (€38M vs €1M avg). Projected xG contribution: 0.045 — creating consistent moderate threat."
      },
      {
        "attacker": "Jérémy Doku",
        "attacker_role": "CAM",
        "attacker_market_value": 60000000,
        "attacker_height": 173,
        "attacker_skill_quality": 0.853,
        "defenders": [
          "Hamdy Fathy"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.424,
        "duel_zone": "CAM vs CM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.585,
        "xg_contribution": 0.1742,
        "shots_in_zone": 2.7,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.5,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Hamdy Fathy",
            "role": "CM",
            "market_value": 1900000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.4,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.415
          }
        ],
        "duel_analysis": "Jérémy Doku (CAM) is slightly favored against Hamdy Fathy in a direct 1v1 contest. Duel win probability: 58%. The quality gap is significant (€60M vs €2M avg). Projected xG contribution: 0.174 — creating consistent moderate threat."
      },
      {
        "attacker": "Charles De Ketelaere",
        "attacker_role": "ST",
        "attacker_market_value": 27000000,
        "attacker_height": 192,
        "attacker_skill_quality": 0.694,
        "defenders": [
          "Ahmed Fatouh",
          "Hossam Abdelmaguid"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.418,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.35,
        "xg_contribution": 0.3736,
        "shots_in_zone": 2.7,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 3,
        "aerial_won": 2.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Ahmed Fatouh",
            "role": "CB",
            "market_value": 1000000,
            "tackles_attempted": 1.0,
            "tackles_won": 0.9,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.65
          },
          {
            "player": "Hossam Abdelmaguid",
            "role": "CB",
            "market_value": 1900000,
            "tackles_attempted": 1.0,
            "tackles_won": 0.9,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.65
          }
        ],
        "duel_analysis": "Charles De Ketelaere (ST) faces tough defensive resistance against Ahmed Fatouh and Hossam Abdelmaguid in a 2-defender block. Duel win probability: 35%. The quality gap is significant (€27M vs €1M avg). Projected xG contribution: 0.374 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Leandro Trossard",
        "attacker_role": "RW",
        "attacker_market_value": 21000000,
        "attacker_height": 172,
        "attacker_skill_quality": 0.641,
        "defenders": [
          "Ahmed Fatouh"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.412,
        "duel_zone": "RW vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.499,
        "xg_contribution": 0.0387,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.8,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 2.2,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Ahmed Fatouh",
            "role": "CB",
            "market_value": 1000000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.5,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.501
          }
        ],
        "duel_analysis": "Leandro Trossard (RW) is evenly matched against Ahmed Fatouh in a direct 1v1 contest. Duel win probability: 50%. The quality gap is significant (€21M vs €1M avg). Projected xG contribution: 0.039 — with neither side clearly dominant."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Omar Marmoush",
        "attacker_role": "ST",
        "attacker_market_value": 65000000,
        "attacker_height": 183,
        "attacker_skill_quality": 0.863,
        "defenders": [
          "Nathan Ngoy",
          "Brandon Mechele"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.552,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.33,
        "xg_contribution": 0.0901,
        "shots_in_zone": 2.6,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 3,
        "aerial_won": 1.7,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.6,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Nathan Ngoy",
            "role": "CB",
            "market_value": 24000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.67
          },
          {
            "player": "Brandon Mechele",
            "role": "CB",
            "market_value": 2900000,
            "tackles_attempted": 1.0,
            "tackles_won": 0.9,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.67
          }
        ],
        "duel_analysis": "Omar Marmoush (ST) faces tough defensive resistance against Nathan Ngoy and Brandon Mechele in a 2-defender block. Duel win probability: 33%. The quality gap is significant (€65M vs €13M avg). Projected xG contribution: 0.090 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Mahmoud Trézéguet",
        "attacker_role": "LM",
        "attacker_market_value": 4099999,
        "attacker_height": 179,
        "attacker_skill_quality": 0.451,
        "defenders": [
          "Timothy Castagne"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.517,
        "duel_zone": "Left Mid vs Right Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.407,
        "xg_contribution": 0.797,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Timothy Castagne",
            "role": "RB",
            "market_value": 9500000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.8,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.593
          }
        ],
        "duel_analysis": "Mahmoud Trézéguet (LM) faces tough defensive resistance against Timothy Castagne in a direct 1v1 contest. Duel win probability: 41%.  Projected xG contribution: 0.797 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Mohamed Salah",
        "attacker_role": "RM",
        "attacker_market_value": 21000000,
        "attacker_height": 175,
        "attacker_skill_quality": 0.641,
        "defenders": [
          "Thomas Meunier"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.417,
        "duel_zone": "Right Mid vs Left Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.5,
        "xg_contribution": 0.2742,
        "shots_in_zone": 1.7,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.3,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.4,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Thomas Meunier",
            "role": "LB",
            "market_value": 1400000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.5,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.5
          }
        ],
        "duel_analysis": "Mohamed Salah (RM) is slightly favored against Thomas Meunier in a direct 1v1 contest. Duel win probability: 50%. The quality gap is significant (€21M vs €1M avg). Projected xG contribution: 0.274 — creating consistent moderate threat."
      },
      {
        "attacker": "Mohamed Hany",
        "attacker_role": "LWB",
        "attacker_market_value": 1400000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.417,
        "defenders": [
          "Leandro Trossard",
          "Timothy Castagne"
        ],
        "defender_roles": [
          "RW",
          "RB"
        ],
        "def_skill_quality_avg": 0.579,
        "duel_zone": "LWB vs RW + RB",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0063,
        "shots_in_zone": 0.7,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.1,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Leandro Trossard",
            "role": "RW",
            "market_value": 21000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Timothy Castagne",
            "role": "RB",
            "market_value": 9500000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Mohamed Hany (LWB) is heavily outmatched defensively against Leandro Trossard and Timothy Castagne in a 2-defender block. Duel win probability: 18%.  Projected xG contribution: 0.006 — with very limited chance creation expected."
      },
      {
        "attacker": "Emam Ashour",
        "attacker_role": "RWB",
        "attacker_market_value": 4200000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.452,
        "defenders": [
          "Youri Tielemans",
          "Thomas Meunier"
        ],
        "defender_roles": [
          "LW",
          "LB"
        ],
        "def_skill_quality_avg": 0.594,
        "duel_zone": "RWB vs LW + LB",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.055,
        "shots_in_zone": 0.7,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.2,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Youri Tielemans",
            "role": "LW",
            "market_value": 38000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.4,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Thomas Meunier",
            "role": "LB",
            "market_value": 1400000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.4,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Emam Ashour (RWB) is heavily outmatched defensively against Youri Tielemans and Thomas Meunier in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€4M vs €20M avg). Projected xG contribution: 0.055 — with very limited chance creation expected."
      },
      {
        "attacker": "Hamdy Fathy",
        "attacker_role": "CM",
        "attacker_market_value": 1900000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.424,
        "defenders": [
          "Kevin De Bruyne"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.502,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.411,
        "xg_contribution": 0.0997,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.7,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Kevin De Bruyne",
            "role": "CDM",
            "market_value": 8300000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.8,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.589
          }
        ],
        "duel_analysis": "Hamdy Fathy (CM) faces tough defensive resistance against Kevin De Bruyne in a direct 1v1 contest. Duel win probability: 41%.  Projected xG contribution: 0.100 — and is restricted in space and time on the ball."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.753,
      "away_midfield_power": 0.533,
      "home_creative_power": 0.814,
      "away_creative_power": 0.592,
      "home_defensive_power": 0.904,
      "away_defensive_power": 0.502,
      "home_dominance_ratio": 0.585,
      "home_midfield_count": 4,
      "away_midfield_count": 5,
      "home_midfield_players": [
        "Kevin De Bruyne",
        "Jérémy Doku",
        "Amadou Onana",
        "Youri Tielemans"
      ],
      "away_midfield_players": [
        "Mahmoud Trézéguet",
        "Emam Ashour",
        "Marwan Attia",
        "Mohamed Salah",
        "Hamdy Fathy"
      ],
      "possession_advantage": "home",
      "estimated_possession_home_pct": 53.3,
      "estimated_possession_away_pct": 46.7,
      "home_pressing_actions_per_90": 9.1,
      "away_pressing_actions_per_90": 6.8,
      "home_key_passes_projected": 6.4,
      "away_key_passes_projected": 5.1,
      "home_throughball_threat": 3.0,
      "away_throughball_threat": 2.4,
      "key_personal_duel": "Jérémy Doku vs Mohamed Salah",
      "midfield_lambda_factor_home": 1.035,
      "midfield_lambda_factor_away": 0.967
    },
    "formation_analysis": {
      "home_formation": "4-2-3-1",
      "away_formation": "5-4-1",
      "home_tactical_bonus": -0.01,
      "away_tactical_bonus": 0.01,
      "formation_verdict": "Tactical parity between 4-2-3-1 and 5-4-1. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 1.767,
    "away_lambda": 1.001,
    "home_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "CAM vs CM"
    ],
    "away_top_threat_zones": [
      "Left Mid vs Right Back — Wide Channel",
      "Right Mid vs Left Back — Wide Channel"
    ],
    "home_player_antagonists": {
      "Youri Tielemans": {
        "opponents": [
          "Ahmed Fatouh",
          "Emam Ashour",
          "Mohamed Salah"
        ],
        "primary_zone": "LW vs CB",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Jérémy Doku": {
        "opponents": [
          "Hamdy Fathy",
          "Emam Ashour"
        ],
        "primary_zone": "CAM vs CM",
        "source": "attacking_duel, midfield_pairing"
      },
      "Charles De Ketelaere": {
        "opponents": [
          "Ahmed Fatouh",
          "Hossam Abdelmaguid"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Leandro Trossard": {
        "opponents": [
          "Ahmed Fatouh",
          "Mohamed Hany"
        ],
        "primary_zone": "RW vs CB",
        "source": "attacking_duel, defensive_duel"
      },
      "Nathan Ngoy": {
        "opponents": [
          "Omar Marmoush"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Brandon Mechele": {
        "opponents": [
          "Omar Marmoush"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Timothy Castagne": {
        "opponents": [
          "Mahmoud Trézéguet",
          "Mohamed Hany"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Thomas Meunier": {
        "opponents": [
          "Mohamed Salah",
          "Emam Ashour"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Kevin De Bruyne": {
        "opponents": [
          "Hamdy Fathy",
          "Marwan Attia"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "defensive_duel, midfield_pairing"
      },
      "Amadou Onana": {
        "opponents": [
          "Mahmoud Trézéguet"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Thibaut Courtois": {
        "opponents": [
          "Omar Marmoush",
          "Marwan Attia"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Ahmed Fatouh": {
        "opponents": [
          "Youri Tielemans",
          "Charles De Ketelaere",
          "Leandro Trossard"
        ],
        "primary_zone": "LW vs CB",
        "source": "defensive_duel"
      },
      "Hamdy Fathy": {
        "opponents": [
          "Jérémy Doku",
          "Kevin De Bruyne"
        ],
        "primary_zone": "CAM vs CM",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Hossam Abdelmaguid": {
        "opponents": [
          "Charles De Ketelaere"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Omar Marmoush": {
        "opponents": [
          "Nathan Ngoy",
          "Brandon Mechele"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Mahmoud Trézéguet": {
        "opponents": [
          "Timothy Castagne",
          "Amadou Onana"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Mohamed Salah": {
        "opponents": [
          "Thomas Meunier",
          "Youri Tielemans"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Mohamed Hany": {
        "opponents": [
          "Leandro Trossard",
          "Timothy Castagne"
        ],
        "primary_zone": "LWB vs RW + RB",
        "source": "attacking_duel"
      },
      "Emam Ashour": {
        "opponents": [
          "Youri Tielemans",
          "Thomas Meunier",
          "Jérémy Doku"
        ],
        "primary_zone": "RWB vs LW + LB",
        "source": "attacking_duel, midfield_pairing"
      },
      "Marwan Attia": {
        "opponents": [
          "Kevin De Bruyne"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Mohamed El-Shenawy": {
        "opponents": [
          "Charles De Ketelaere",
          "Leandro Trossard"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Yasser Ibrahim": {
        "opponents": [
          "Charles De Ketelaere"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Home midfield dominates with ~53% possession expected (Jérémy Doku vs Mohamed Salah). Total antagonist xG — Home: 0.63, Away: 1.32. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Left Mid vs Right Back — Wide Channel.",
    "lambda_factors": {
      "home_gk_opposition_factor": 1.0236,
      "away_gk_opposition_factor": 0.9548,
      "home_set_piece_bonus": 0.1795,
      "away_set_piece_bonus": 0.066,
      "home_defensive_solidity_vs": 1.0191,
      "away_defensive_solidity_vs": 0.9767,
      "home_midfield_factor": 1.035,
      "away_midfield_factor": 0.967,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.6284,
      "away_avg_quality": 0.4936,
      "avg_quality_gap": 0.1348,
      "squad_value_gap_log": 0.7514,
      "top5_value_gap_log": 0.6143,
      "attack_value_gap_log": 0.6231,
      "elite_count_gap": 1,
      "combined_quality_gap": 0.162,
      "stronger_lambda_boost": 0.3564,
      "weaker_lambda_suppression": 0.2268,
      "home_bench_lambda_bonus": 0.0905,
      "away_bench_lambda_bonus": 0.0369,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": true,
      "mismatch_score_pressure_gap": 0.162,
      "mismatch_favorite_lambda_boost": 1.0998,
      "mismatch_underdog_lambda_factor": 0.9726,
      "pre_mismatch_home_lambda": 1.607,
      "pre_mismatch_away_lambda": 1.029,
      "competitive_underdog_floor_applied": false,
      "competitive_underdog_floor": 0.85,
      "pre_competitive_floor_home_lambda": 1.767,
      "pre_competitive_floor_away_lambda": 1.001,
      "pre_calibration_home_lambda": 1.6075,
      "pre_calibration_away_lambda": 1.0289,
      "competition_calibration_applied": false,
      "competition_calibration_reason": "no_sofascore_matches_data",
      "competition_calibration_samples": 0,
      "competition_observed_total_goals": 0.0,
      "competition_calibration_scale": 1.0,
      "neutral_share_preserved": true,
      "final_home_lambda": 1.767,
      "final_away_lambda": 1.001
    }
  },
  "home_standing": {
    "available": false,
    "team_position": null,
    "opponent_position": null,
    "standing_lambda_multiplier": 1.0,
    "attack_index": null,
    "defense_concede_index": null,
    "form_multiplier": null,
    "team_attack_rate_contextual": null,
    "opp_defense_rate_contextual": null,
    "team_ppg": null,
    "opponent_ppg": null
  },
  "away_standing": {
    "available": false,
    "team_position": null,
    "opponent_position": null,
    "standing_lambda_multiplier": 1.0,
    "attack_index": null,
    "defense_concede_index": null,
    "form_multiplier": null,
    "team_attack_rate_contextual": null,
    "opp_defense_rate_contextual": null,
    "team_ppg": null,
    "opponent_ppg": null
  },
  "timestamp": "2026-06-15T13:39:52Z"
}