{
  "match_info": {
    "home_team": "Côte d'Ivoire",
    "away_team": "2I",
    "tournament": "FIFA World Cup",
    "date": "20260630",
    "timezone": "America/New_York",
    "home_formation": "3-4-2-1",
    "away_formation": "4-4-2"
  },
  "prediction": {
    "most_likely_score": "2-0",
    "home_goals": 2,
    "away_goals": 0,
    "most_likely_score_probability": 0.1399,
    "top_5_scorelines": [
      {
        "score": "2-0",
        "probability": 0.1399
      },
      {
        "score": "1-0",
        "probability": 0.1266
      },
      {
        "score": "3-0",
        "probability": 0.1029
      },
      {
        "score": "2-1",
        "probability": 0.0909
      },
      {
        "score": "3-1",
        "probability": 0.0669
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0578,
      "0-1": 0.0371,
      "0-2": 0.0121,
      "0-3": 0.0026,
      "1-0": 0.1266,
      "1-1": 0.0828,
      "1-2": 0.0268,
      "1-3": 0.0058,
      "1-4": 0.0009,
      "2-0": 0.1399,
      "2-1": 0.0909,
      "2-2": 0.0296,
      "2-3": 0.0064,
      "2-4": 0.001,
      "3-0": 0.1029,
      "3-1": 0.0669,
      "3-2": 0.0217,
      "3-3": 0.0047,
      "3-4": 0.0008,
      "4-0": 0.0567,
      "4-1": 0.0369,
      "4-2": 0.012,
      "4-3": 0.0026,
      "5-0": 0.025,
      "5-1": 0.0163,
      "5-2": 0.0053,
      "5-3": 0.0011,
      "6-0": 0.0092,
      "6-1": 0.006,
      "6-2": 0.0019,
      "7-0": 0.0029,
      "7-1": 0.0019,
      "7-2": 0.0006,
      "8-0": 0.0008,
      "8-1": 0.0005
    },
    "outcome": {
      "home_win": 0.7302,
      "draw": 0.1753,
      "away_win": 0.0946
    },
    "markets": {
      "over_2_5_goals": 0.5437,
      "under_2_5_goals": 0.4563,
      "btts_yes": 0.4256,
      "btts_no": 0.5744,
      "home_clean_sheet": 0.522,
      "away_clean_sheet": 0.1102
    },
    "home_ratings": {
      "DR": 87.41,
      "MCR": 84.56,
      "ATR": 84.18,
      "GK": 82.59
    },
    "away_ratings": {
      "DR": 6.8,
      "MCR": 6.9,
      "ATR": 6.9,
      "GK": 6.8
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Côte d'Ivoire vs 2I. Most likely scoreline: 2-0. Lambdas derived from 5 home and 6 away individual player duels.",
      "key_player": "Projected scorer(s): Bazoumana Touré, Yan Diomande",
      "tactical_analysis": "Tactical parity between 3-4-2-1 and 4-4-2. Match outcome driven primarily by individual player quality. Home midfield dominates with ~54% possession expected (Amad Diallo vs 2I M1). Total antagonist xG — Home: 0.63, Away: 0.53. Home danger zone: Central Mid vs Central Mid — Box-to-Box Midfield Contest. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle."
    },
    "confidence": 0.82,
    "home_lambda": 2.206,
    "away_lambda": 0.65
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.7302,
      "draw": 0.1753,
      "away_win": 0.0946
    },
    "favorite": "Côte d'Ivoire",
    "favorite_win_probability": 0.7302,
    "fair_spread": 1.556,
    "fair_total": 2.856,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Côte d'Ivoire",
        "estimate": 2.206,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "2I",
        "estimate": 0.65,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.5437,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.4256,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Côte d'Ivoire",
        "estimate": 1.0,
        "probability": 0.522,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "2I",
        "estimate": 1.0,
        "probability": 0.1102,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Bazoumana Touré (Côte d'Ivoire)",
        "estimate": 0.3971,
        "probability": 0.3899,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "2I F1 (2I)",
        "estimate": 0.1394,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Amad Diallo (Côte d'Ivoire)",
        "estimate": 0.3734,
        "probability": 0.445,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "2I M1 (2I)",
        "estimate": 0.0968,
        "probability": 0.0,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "balanced",
      "expected_total_goals": 2.856,
      "expected_total_shots": 23,
      "expected_total_passes": 822,
      "expected_pressing_actions_per_90": 14.1,
      "possession_home_pct": 53.7,
      "possession_away_pct": 46.3,
      "notes": "Côte d'Ivoire projects to control midfield possession"
    },
    "expected_game_script": {
      "favorite": "Côte d'Ivoire",
      "favorite_win_probability": 0.7302,
      "script": "Côte d'Ivoire is the fair winner side, but the baseline remains favorite-led: fair spread +1.56 goals and fair total 2.86.",
      "first_half": "Expect balanced tempo while both sides test the matchup thesis; shot baseline is about 12 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; 2I must keep the match inside one goal.",
      "late_game": "A Côte d'Ivoire lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Côte d'Ivoire chance creation leans on Amad Diallo against 2I M2 in Central Mid vs Central Mid — Box-to-Box Midfield Contest; Côte d'Ivoire projects to control midfield possession.",
    "expected_rotation_usage_behavior": [
      "Côte d'Ivoire: starters carry the main goal usage through Bazoumana Touré, Yan Diomande; bench watchlist: Christ Inao Oulaï, Guéla Doué, Elye Wahi.",
      "2I: starters carry the main goal usage through the highest xG attackers; bench watchlist: bench impact is limited by available projected substitutes.",
      "Assist usage should flow through Amad Diallo; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Côte d'Ivoire tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects balanced tempo, about 12 total first-half shots, and 1.43 first-half xG pace.",
      "45-70: If the match is level, watch midfield control and the listed bench watchlists for usage changes.",
      "70-90: If 2I is chasing, transition and set-piece volume become the primary live deviation signal."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Côte d'Ivoire.",
      "2I wins the midfield/territory battle beyond the possession baseline.",
      "Pace collapses: first 25 minutes fall well below the shot and box-entry baseline.",
      "Set pieces, penalties, or second balls create more danger than the open-play matchup thesis."
    ],
    "top_3_risk_factors": [
      {
        "factor": "Low-event scoring variance",
        "impact": "One penalty, deflection, or missed big chance can overwhelm the fair win probability."
      },
      {
        "factor": "Late lineup or role change",
        "impact": "A pregame XI, injury, or tactical role shift can invalidate player prop and usage estimates."
      },
      {
        "factor": "Discipline and set-piece volatility",
        "impact": "Cards, fouls in dangerous zones, and corner volume can change the expected game script quickly."
      }
    ]
  },
  "teams": {
    "Côte d'Ivoire": {
      "formation": "3-4-2-1",
      "players": {
        "Yahia Fofana": {
          "player_id": 877977,
          "position": "G",
          "position_depth": "G",
          "is_starter": true,
          "shirt_number": 75,
          "height": 194,
          "market_value": 5200000,
          "stats": {
            "saves": 3,
            "goals_prevented": 0.3036,
            "rating": 82.5904,
            "minutes": 89,
            "total_pass": 28,
            "accurate_pass": 17,
            "total_long_balls": 17,
            "accurate_long_balls": 6,
            "touches": 38,
            "clearances": 2,
            "ball_recovery": 9,
            "high_claims": 1,
            "punches": 0.9894,
            "aerial_won": 1,
            "sweeper_actions": 1,
            "sweeper_accurate": 1,
            "saves_inside_box": 3,
            "possession_lost": 11.2791,
            "duels_won": 1,
            "duels_lost": 1,
            "total_contest": 0,
            "won_contest": 0,
            "fouls": 0,
            "fouls_drawn": 2,
            "total_own_half_passes": 18,
            "accurate_own_half_passes": 14,
            "expected_saves": 1.11,
            "high_pressure_saves": 0.42,
            "shots_faced": 2.4,
            "opponent_faced": "2I F1, 2I F2",
            "matchup_zone": "Goalkeeper shot-stopping context",
            "antagonist_source": "formation_fallback",
            "goals": 0,
            "projected_goals": 0,
            "goal_probability": 0.0,
            "assists": 0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "expected_goals": 0.0,
            "expected_assists": 0.0,
            "fifa_overall": 76.0
          },
          "latest_10_games": [
            {
              "match_type": "played",
              "match_id": 15186908,
              "match_date": "2026-06-25 20:00:00 UTC",
              "league_name": "FIFA World Cup",
              "league_id": 16,
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": 58210,
              "season_name": "World Cup 2026",
              "season_year": "2026",
              "home_team": "Curaçao",
              "away_team": "Côte d'Ivoire",
              "home_score_current": 0.0,
              "away_score_current": 2.0,
              "team_side": "away",
              "status_code": 100,
              "status_type": "finished",
              "status_description": "Ended",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Côte d'Ivoire",
              "opponent": "Curaçao",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_id": 15186905,
              "match_date": "2026-06-20",
              "home_team": "Germany",
              "away_team": "Côte d'Ivoire",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Côte d'Ivoire",
              "opponent": "Germany",
              "stats": {
                "minutes": 90,
                "rating": 8.0,
                "assists": 0,
                "expected_assists": 0.0008,
                "total_shots": 0,
                "total_pass": 37,
                "accurate_pass": 22,
                "aerial_won": 1,
                "duels_won": 2,
                "ball_recovery": 13,
                "saves": 5,
                "goals_prevented": 0.3557
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 15186904,
              "match_date": "2026-06-14",
              "home_team": "Côte d'Ivoire",
              "away_team": "Ecuador",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Côte d'Ivoire",
              "opponent": "Ecuador",
              "stats": {
                "minutes": 90,
                "rating": 6.6,
                "assists": 0,
                "expected_assists": 0.0002,
                "total_shots": 0,
                "total_pass": 25,
                "accurate_pass": 12,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 1,
                "ball_recovery": 5,
                "saves": 1,
                "goals_prevented": 0.032
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 14109920,
              "match_date": "2026-05-15",
              "home_team": "Çaykur Rizespor",
              "away_team": "Beşiktaş JK",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Çaykur Rizespor",
              "opponent": "Beşiktaş JK",
              "stats": {
                "minutes": 90,
                "rating": 7.5,
                "assists": 0,
                "expected_assists": 0.0007,
                "total_shots": 0,
                "total_pass": 29,
                "accurate_pass": 14,
                "clearances": 3,
                "aerial_won": 1,
                "duels_won": 1,
                "ball_recovery": 11,
                "saves": 7,
                "goals_prevented": -0.0593
              },
              "has_player_stats": true,
              "league_name": "Trendyol Süper Lig",
              "league_id": "52",
              "league_slug": "trendyol-super-lig",
              "league_country": "Turkey",
              "season_id": "77805",
              "season_name": "Super Lig 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14109909,
              "match_date": "2026-05-09",
              "home_team": "Eyüpspor",
              "away_team": "Çaykur Rizespor",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Çaykur Rizespor",
              "opponent": "Eyüpspor",
              "stats": {
                "minutes": 90,
                "rating": 5.7,
                "assists": 0,
                "expected_assists": 0.0002,
                "total_shots": 0,
                "total_pass": 19,
                "accurate_pass": 17,
                "ball_recovery": 9,
                "saves": 2,
                "goals_prevented": -1.0303
              },
              "has_player_stats": true,
              "league_name": "Trendyol Süper Lig",
              "league_id": "52",
              "league_slug": "trendyol-super-lig",
              "league_country": "Turkey",
              "season_id": "77805",
              "season_name": "Super Lig 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14109901,
              "match_date": "2026-05-01",
              "home_team": "Çaykur Rizespor",
              "away_team": "Konyaspor",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Çaykur Rizespor",
              "opponent": "Konyaspor",
              "stats": {
                "minutes": 90,
                "rating": 5.7,
                "assists": 0,
                "expected_assists": 0.0015,
                "total_shots": 0,
                "total_pass": 31,
                "accurate_pass": 20,
                "ball_recovery": 9,
                "saves": 3,
                "goals_prevented": -0.3834
              },
              "has_player_stats": true,
              "league_name": "Trendyol Süper Lig",
              "league_id": "52",
              "league_slug": "trendyol-super-lig",
              "league_country": "Turkey",
              "season_id": "77805",
              "season_name": "Super Lig 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 16114,
            "combined_rank_score": 983.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 1748.0,
            "fifa_overall": 76.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 17,
            "squad_role": "starter",
            "projected_match_rating": 6.5904,
            "source_file": "data/player_rankings.csv",
            "player_name": "Yahia Fofana",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Anis Hadj Moussa",
                  "ranking": 16109
                },
                {
                  "player_name": "Kevin Mac Allister",
                  "ranking": 16110
                },
                {
                  "player_name": "Jérémie Boga",
                  "ranking": 16111
                },
                {
                  "player_name": "Lukas Nmecha",
                  "ranking": 16112
                },
                {
                  "player_name": "Diego Moreira",
                  "ranking": 16113
                }
              ],
              "lower": [
                {
                  "player_name": "Ethan Ampadu",
                  "ranking": 16115
                },
                {
                  "player_name": "Tetê",
                  "ranking": 16116
                },
                {
                  "player_name": "David López",
                  "ranking": 16117
                },
                {
                  "player_name": "Benoît Badiashile",
                  "ranking": 16118
                },
                {
                  "player_name": "Jonas Omlin",
                  "ranking": 16119
                }
              ]
            }
          }
        },
        "Ousmane Diomande": {
          "player_id": 1394342,
          "position": "D",
          "position_depth": "D",
          "is_starter": true,
          "shirt_number": 26,
          "height": 190,
          "market_value": 48000000,
          "stats": {
            "interceptions": 0,
            "tackles": 0,
            "tackles_won": 0,
            "clearances": 2,
            "aerial_won": 0,
            "rating": 87.314,
            "minutes": 81,
            "total_pass": 55,
            "accurate_pass": 51,
            "duels_won": 2,
            "total_long_balls": 3,
            "accurate_long_balls": 2,
            "total_own_half_passes": 34,
            "accurate_own_half_passes": 33,
            "total_opp_half_passes": 20,
            "accurate_opp_half_passes": 18,
            "crosses_total": 0,
            "crosses_accurate": 0,
            "touches": 62,
            "possession_lost": 5.2015,
            "dispossessed": 1.095,
            "duels_lost": 3,
            "aerial_lost": 2,
            "total_contest": 0,
            "won_contest": 0,
            "ball_recovery": 5,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 1,
            "blocks": 1,
            "goal_rate": 0.0,
            "goals": 0,
            "assists": 0,
            "expected_goals": 0.1098,
            "expected_assists": 0.0548,
            "total_shots": 0,
            "shots_on_target": 0,
            "shots_off_target": 1,
            "big_chances_created": 1,
            "xgot": 0.0,
            "ball_carries": 20,
            "total_progression": 80,
            "progressive_carries": 0,
            "key_pass": 1,
            "tackles_in_zone": 2.3,
            "tackles_won_in_zone": 2.5,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.791,
            "opponent_faced": "2I M1",
            "pressing_zone": "LM vs CB",
            "matchup_zone": "LM vs CB",
            "antagonist_source": "defensive_duel",
            "projected_goals": 0,
            "goal_probability": 0.0585,
            "projected_assists": 0,
            "assist_probability": 0.0599,
            "fifa_overall": 80.0
          },
          "latest_10_games": [
            {
              "match_id": 14288896,
              "match_date": "2026-05-11",
              "home_team": "Rio Ave",
              "away_team": "Sporting CP",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Sporting CP",
              "opponent": "Rio Ave",
              "stats": {
                "minutes": 90,
                "rating": 6.8,
                "assists": 1,
                "expected_assists": 0.0183,
                "total_shots": 0,
                "total_pass": 63,
                "accurate_pass": 58,
                "key_pass": 1,
                "interceptions": 1,
                "clearances": 4,
                "aerial_won": 1,
                "duels_won": 1,
                "ball_recovery": 5
              },
              "has_player_stats": true,
              "league_name": "Liga Portugal Betclic",
              "league_id": "238",
              "league_slug": "liga-portugal-betclic",
              "league_country": "Portugal",
              "season_id": "77806",
              "season_name": "Liga Portugal 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14288884,
              "match_date": "2026-05-04",
              "home_team": "Sporting CP",
              "away_team": "Vitória SC",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Sporting CP",
              "opponent": "Vitória SC",
              "stats": {
                "minutes": 8,
                "rating": 6.3,
                "assists": 0,
                "expected_assists": 0.0002,
                "total_shots": 0,
                "total_pass": 6,
                "accurate_pass": 6,
                "duels_won": 1
              },
              "has_player_stats": true,
              "league_name": "Liga Portugal Betclic",
              "league_id": "238",
              "league_slug": "liga-portugal-betclic",
              "league_country": "Portugal",
              "season_id": "77806",
              "season_name": "Liga Portugal 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632631,
              "match_date": "2026-04-15",
              "home_team": "Arsenal",
              "away_team": "Sporting CP",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Sporting CP",
              "opponent": "Arsenal",
              "stats": {
                "minutes": 90,
                "rating": 6.8,
                "assists": 0,
                "expected_assists": 0.0062,
                "total_shots": 0,
                "total_pass": 50,
                "accurate_pass": 47,
                "tackles": 1,
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                "clearances": 1,
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                "ball_recovery": 1
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        "2I M1": {
          "player_id": 4380421,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 0,
          "height": 180,
          "market_value": 0,
          "stats": {
            "key_pass": 2,
            "assists": 0,
            "expected_assists": 0.0968,
            "expected_goals": 0.0775,
            "total_shots": 1,
            "total_pass": 49,
            "accurate_pass": 40,
            "ball_recovery": 5,
            "duels_won": 6,
            "rating": 6.9,
            "minutes": 90,
            "total_long_balls": 4,
            "accurate_long_balls": 2,
            "total_own_half_passes": 20,
            "accurate_own_half_passes": 16,
            "total_opp_half_passes": 19,
            "accurate_opp_half_passes": 14,
            "crosses_total": 1,
            "crosses_accurate": 1,
            "touches": 65,
            "possession_lost": 8.1,
            "dispossessed": 0.7,
            "duels_lost": 4,
            "aerial_won": 1,
            "aerial_lost": 1,
            "interceptions": 1,
            "tackles_won": 1,
            "tackles": 2,
            "clearances": 1,
            "total_contest": 4,
            "won_contest": 2,
            "challenges_lost": 1,
            "fouls": 2,
            "fouls_drawn": 1,
            "goal_rate": 0.06,
            "goals": 0,
            "shots_on_target": 0,
            "shots_off_target": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.054,
            "ball_carries": 28,
            "total_progression": 75,
            "progressive_carries": 6,
            "dribbles_attempted": 3,
            "dribbles_successful": 0.6,
            "crosses_attempted": 2.0,
            "duel_win_rate": 0.209,
            "pressing_faced": "ULTRA_HIGH",
            "matchup_zone": "LM vs CB",
            "numerical_situation": "1v1",
            "opponent_defenders": "Ousmane Diomande",
            "opponent_faced": "Ousmane Diomande",
            "antagonist_source": "attacking_duel, midfield_pairing",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": null
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": null,
            "combined_rank_score": null,
            "ranking_source": "missing_player_rankings_csv_row",
            "ranking_status": "missing",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": null,
            "fifa_rank": null,
            "fifa_overall": null,
            "fifa_source": null,
            "match_squad_rank": 1,
            "squad_role": "starter",
            "projected_match_rating": 6.9,
            "source_file": "data/player_rankings.csv",
            "player_name": "2I M1",
            "ranking_neighbors": {
              "upper": [],
              "lower": []
            }
          }
        },
        "2I M2": {
          "player_id": 4380422,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 0,
          "height": 180,
          "market_value": 0,
          "stats": {
            "key_pass": 2,
            "assists": 0,
            "expected_assists": 0.0968,
            "expected_goals": 0.0775,
            "total_shots": 1,
            "total_pass": 49,
            "accurate_pass": 40,
            "ball_recovery": 5,
            "duels_won": 6,
            "rating": 6.9,
            "minutes": 90,
            "total_long_balls": 4,
            "accurate_long_balls": 2,
            "total_own_half_passes": 20,
            "accurate_own_half_passes": 16,
            "total_opp_half_passes": 19,
            "accurate_opp_half_passes": 14,
            "crosses_total": 1,
            "crosses_accurate": 1,
            "touches": 65,
            "possession_lost": 8.1,
            "dispossessed": 0.7,
            "duels_lost": 4,
            "aerial_won": 1,
            "aerial_lost": 1,
            "interceptions": 1,
            "tackles_won": 1,
            "tackles": 2,
            "clearances": 1,
            "total_contest": 4,
            "won_contest": 2,
            "challenges_lost": 1,
            "fouls": 2,
            "fouls_drawn": 1,
            "goal_rate": 0.06,
            "goals": 0,
            "shots_on_target": 0,
            "shots_off_target": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.054,
            "ball_carries": 28,
            "total_progression": 75,
            "progressive_carries": 6,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.5,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.276,
            "pressing_faced": "ULTRA_HIGH",
            "matchup_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
            "numerical_situation": "1v1",
            "opponent_defenders": "Amad Diallo",
            "opponent_faced": "Amad Diallo",
            "antagonist_source": "defensive_duel, attacking_duel, midfield_pairing",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": null
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": null,
            "combined_rank_score": null,
            "ranking_source": "missing_player_rankings_csv_row",
            "ranking_status": "missing",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": null,
            "fifa_rank": null,
            "fifa_overall": null,
            "fifa_source": null,
            "match_squad_rank": 2,
            "squad_role": "starter",
            "projected_match_rating": 6.9,
            "source_file": "data/player_rankings.csv",
            "player_name": "2I M2",
            "ranking_neighbors": {
              "upper": [],
              "lower": []
            }
          }
        },
        "2I M3": {
          "player_id": 4380423,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 0,
          "height": 180,
          "market_value": 0,
          "stats": {
            "key_pass": 2,
            "assists": 0,
            "expected_assists": 0.0968,
            "expected_goals": 0.0775,
            "total_shots": 1,
            "total_pass": 49,
            "accurate_pass": 40,
            "ball_recovery": 5,
            "duels_won": 6,
            "rating": 6.9,
            "minutes": 90,
            "total_long_balls": 4,
            "accurate_long_balls": 2,
            "total_own_half_passes": 20,
            "accurate_own_half_passes": 16,
            "total_opp_half_passes": 19,
            "accurate_opp_half_passes": 14,
            "crosses_total": 1,
            "crosses_accurate": 1,
            "touches": 65,
            "possession_lost": 8.1,
            "dispossessed": 0.7,
            "duels_lost": 4,
            "aerial_won": 1,
            "aerial_lost": 1,
            "interceptions": 1,
            "tackles_won": 1,
            "tackles": 2,
            "clearances": 1,
            "total_contest": 4,
            "won_contest": 2,
            "challenges_lost": 1,
            "fouls": 2,
            "fouls_drawn": 1,
            "goal_rate": 0.06,
            "goals": 0,
            "shots_on_target": 0,
            "shots_off_target": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.054,
            "ball_carries": 28,
            "total_progression": 75,
            "progressive_carries": 6,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.5,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.276,
            "pressing_faced": "ULTRA_HIGH",
            "matchup_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
            "numerical_situation": "1v1",
            "opponent_defenders": "Amad Diallo",
            "opponent_faced": "Amad Diallo",
            "antagonist_source": "attacking_duel, midfield_pairing",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": null
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": null,
            "combined_rank_score": null,
            "ranking_source": "missing_player_rankings_csv_row",
            "ranking_status": "missing",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": null,
            "fifa_rank": null,
            "fifa_overall": null,
            "fifa_source": null,
            "match_squad_rank": 3,
            "squad_role": "starter",
            "projected_match_rating": 6.9,
            "source_file": "data/player_rankings.csv",
            "player_name": "2I M3",
            "ranking_neighbors": {
              "upper": [],
              "lower": []
            }
          }
        },
        "2I M4": {
          "player_id": 4380424,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 0,
          "height": 180,
          "market_value": 0,
          "stats": {
            "key_pass": 2,
            "assists": 0,
            "expected_assists": 0.0968,
            "expected_goals": 0.0775,
            "total_shots": 1,
            "total_pass": 49,
            "accurate_pass": 40,
            "ball_recovery": 5,
            "duels_won": 6,
            "rating": 6.9,
            "minutes": 90,
            "total_long_balls": 4,
            "accurate_long_balls": 2,
            "total_own_half_passes": 20,
            "accurate_own_half_passes": 16,
            "total_opp_half_passes": 19,
            "accurate_opp_half_passes": 14,
            "crosses_total": 1,
            "crosses_accurate": 1,
            "touches": 65,
            "possession_lost": 8.1,
            "dispossessed": 0.7,
            "duels_lost": 4,
            "aerial_won": 1,
            "aerial_lost": 1,
            "interceptions": 1,
            "tackles_won": 1,
            "tackles": 2,
            "clearances": 1,
            "total_contest": 4,
            "won_contest": 2,
            "challenges_lost": 1,
            "fouls": 2,
            "fouls_drawn": 1,
            "goal_rate": 0.06,
            "goals": 0,
            "shots_on_target": 0,
            "shots_off_target": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.054,
            "ball_carries": 28,
            "total_progression": 75,
            "progressive_carries": 6,
            "dribbles_attempted": 3,
            "dribbles_successful": 0.6,
            "crosses_attempted": 2.0,
            "duel_win_rate": 0.209,
            "pressing_faced": "ULTRA_HIGH",
            "matchup_zone": "RM vs CB",
            "numerical_situation": "1v1",
            "opponent_defenders": "Ousmane Diomande",
            "opponent_faced": "Ousmane Diomande",
            "antagonist_source": "attacking_duel, midfield_pairing",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": null
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": null,
            "combined_rank_score": null,
            "ranking_source": "missing_player_rankings_csv_row",
            "ranking_status": "missing",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": null,
            "fifa_rank": null,
            "fifa_overall": null,
            "fifa_source": null,
            "match_squad_rank": 4,
            "squad_role": "starter",
            "projected_match_rating": 6.9,
            "source_file": "data/player_rankings.csv",
            "player_name": "2I M4",
            "ranking_neighbors": {
              "upper": [],
              "lower": []
            }
          }
        },
        "2I F1": {
          "player_id": 4380425,
          "position": "F",
          "position_depth": "F",
          "is_starter": true,
          "shirt_number": 0,
          "height": 180,
          "market_value": 0,
          "stats": {
            "expected_goals": 0.1394,
            "goal_rate": 0.14,
            "goals": 0,
            "total_shots": 2,
            "shots_on_target": 1,
            "expected_assists": 0.0622,
            "duels_won": 4,
            "aerial_won": 2,
            "rating": 6.9,
            "minutes": 90,
            "total_pass": 28,
            "accurate_pass": 20,
            "total_long_balls": 1,
            "accurate_long_balls": 0,
            "total_opp_half_passes": 15,
            "accurate_opp_half_passes": 10,
            "crosses_total": 1,
            "crosses_accurate": 1,
            "touches": 41,
            "possession_lost": 8.1,
            "dispossessed": 1.0,
            "duels_lost": 4,
            "aerial_lost": 1,
            "total_contest": 5,
            "won_contest": 3,
            "ball_recovery": 2,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 1,
            "assists": 0,
            "shots_off_target": 1,
            "key_pass": 1,
            "interceptions": 0,
            "tackles_won": 0,
            "tackles": 1,
            "clearances": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.171,
            "offsides": 1,
            "ball_carries": 19,
            "total_progression": 47,
            "progressive_carries": 5,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.3,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.18,
            "pressing_faced": "HIGH",
            "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "numerical_situation": "1v2",
            "opponent_defenders": "Ousmane Diomande, Evan Ndicka",
            "opponent_faced": "Ousmane Diomande, Evan Ndicka",
            "antagonist_source": "attacking_duel",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": null
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": null,
            "combined_rank_score": null,
            "ranking_source": "missing_player_rankings_csv_row",
            "ranking_status": "missing",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": null,
            "fifa_rank": null,
            "fifa_overall": null,
            "fifa_source": null,
            "match_squad_rank": 5,
            "squad_role": "starter",
            "projected_match_rating": 6.9,
            "source_file": "data/player_rankings.csv",
            "player_name": "2I F1",
            "ranking_neighbors": {
              "upper": [],
              "lower": []
            }
          }
        },
        "2I F2": {
          "player_id": 4380426,
          "position": "F",
          "position_depth": "F",
          "is_starter": true,
          "shirt_number": 0,
          "height": 180,
          "market_value": 0,
          "stats": {
            "expected_goals": 0.1394,
            "goal_rate": 0.14,
            "goals": 0,
            "total_shots": 2,
            "shots_on_target": 1,
            "expected_assists": 0.0622,
            "duels_won": 4,
            "aerial_won": 2,
            "rating": 6.9,
            "minutes": 90,
            "total_pass": 28,
            "accurate_pass": 20,
            "total_long_balls": 1,
            "accurate_long_balls": 0,
            "total_opp_half_passes": 15,
            "accurate_opp_half_passes": 10,
            "crosses_total": 1,
            "crosses_accurate": 1,
            "touches": 41,
            "possession_lost": 8.1,
            "dispossessed": 1.0,
            "duels_lost": 4,
            "aerial_lost": 1,
            "total_contest": 5,
            "won_contest": 3,
            "ball_recovery": 2,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 1,
            "assists": 0,
            "shots_off_target": 1,
            "key_pass": 1,
            "interceptions": 0,
            "tackles_won": 0,
            "tackles": 1,
            "clearances": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.171,
            "offsides": 1,
            "ball_carries": 19,
            "total_progression": 47,
            "progressive_carries": 5,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.3,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.18,
            "pressing_faced": "HIGH",
            "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "numerical_situation": "1v2",
            "opponent_defenders": "Ousmane Diomande, Evan Ndicka",
            "opponent_faced": "Ousmane Diomande, Evan Ndicka",
            "antagonist_source": "attacking_duel",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": null
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": null,
            "combined_rank_score": null,
            "ranking_source": "missing_player_rankings_csv_row",
            "ranking_status": "missing",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": null,
            "fifa_rank": null,
            "fifa_overall": null,
            "fifa_source": null,
            "match_squad_rank": 6,
            "squad_role": "starter",
            "projected_match_rating": 6.9,
            "source_file": "data/player_rankings.csv",
            "player_name": "2I F2",
            "ranking_neighbors": {
              "upper": [],
              "lower": []
            }
          }
        }
      },
      "bench_players": {},
      "substitutes": {},
      "team_totals": {
        "projected_goals": 0,
        "expected_goals": 0.65,
        "expected_assists": 0.65,
        "total_shots": 8,
        "shots_on_target": 2,
        "total_passes": 447,
        "interceptions": 8,
        "tackles": 18,
        "avg_rating": 6.85,
        "possession_estimated_pct": 46.3,
        "pressing_actions_per_90": 6.2
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Ange-Yoan Bonny",
        "attacker_role": "ST",
        "attacker_market_value": 34000000,
        "attacker_height": 189,
        "attacker_skill_quality": 0.746,
        "defenders": [
          "2I D2",
          "2I D3"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.437,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.375,
        "xg_contribution": 0.0018,
        "shots_in_zone": 2.8,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.7,
        "aerial_duels": 3,
        "aerial_won": 1.9,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "2I D2",
            "role": "CB",
            "market_value": 0,
            "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": 0.625
          },
          {
            "player": "2I D3",
            "role": "CB",
            "market_value": 0,
            "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": 0.625
          }
        ],
        "duel_analysis": "Ange-Yoan Bonny (ST) faces tough defensive resistance against 2I D2 and 2I D3 in a 2-defender block. Duel win probability: 37%. The quality gap is significant (€34M vs €0M avg). Projected xG contribution: 0.002 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Yan Diomande",
        "attacker_role": "SS",
        "attacker_market_value": 82000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.884,
        "defenders": [
          "2I D2",
          "2I M2"
        ],
        "defender_roles": [
          "CB",
          "CM"
        ],
        "def_skill_quality_avg": 0.437,
        "duel_zone": "Shadow Striker vs CB + Mid Cover — Layered Defense",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.481,
        "xg_contribution": 0.198,
        "shots_in_zone": 2.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.3,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "2I D2",
            "role": "CB",
            "market_value": 0,
            "tackles_attempted": 1.0,
            "tackles_won": 0.8,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.519
          },
          {
            "player": "2I M2",
            "role": "CM",
            "market_value": 0,
            "tackles_attempted": 1.0,
            "tackles_won": 0.8,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.519
          }
        ],
        "duel_analysis": "Yan Diomande (SS) is evenly matched against 2I D2 and 2I M2 in a 2-defender block. Duel win probability: 48%. The quality gap is significant (€82M vs €0M avg). Projected xG contribution: 0.198 — with neither side clearly dominant."
      },
      {
        "attacker": "Simon Adingra",
        "attacker_role": "LWB",
        "attacker_market_value": 26000000,
        "attacker_height": 175,
        "attacker_skill_quality": 0.686,
        "defenders": [
          "2I D4"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.437,
        "duel_zone": "Left Wingback vs Right Back — Overlapping Run",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.492,
        "xg_contribution": 0.145,
        "shots_in_zone": 1.1,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.9,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.7,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "2I D4",
            "role": "RB",
            "market_value": 0,
            "tackles_attempted": 1.9,
            "tackles_won": 1.6,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.508
          }
        ],
        "duel_analysis": "Simon Adingra (LWB) is evenly matched against 2I D4 in a direct 1v1 contest. Duel win probability: 49%. The quality gap is significant (€26M vs €0M avg). Projected xG contribution: 0.145 — with neither side clearly dominant."
      },
      {
        "attacker": "Ibrahim Sangaré",
        "attacker_role": "RWB",
        "attacker_market_value": 23000000,
        "attacker_height": 191,
        "attacker_skill_quality": 0.66,
        "defenders": [
          "2I D1"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.437,
        "duel_zone": "Right Wingback vs Left Back — Overlapping Run",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.544,
        "xg_contribution": 0.0716,
        "shots_in_zone": 1.2,
        "dribbles_attempted": 2,
        "dribbles_successful": 1.0,
        "aerial_duels": 2,
        "aerial_won": 1.3,
        "crosses_in_zone": 2.6,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "2I D1",
            "role": "LB",
            "market_value": 0,
            "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": 0.7,
            "defensive_success_rate": 0.456
          }
        ],
        "duel_analysis": "Ibrahim Sangaré (RWB) is slightly favored against 2I D1 in a direct 1v1 contest. Duel win probability: 54%. The quality gap is significant (€23M vs €0M avg). Projected xG contribution: 0.072 — creating consistent moderate threat."
      },
      {
        "attacker": "Amad Diallo",
        "attacker_role": "CM",
        "attacker_market_value": 49000000,
        "attacker_height": 173,
        "attacker_skill_quality": 0.821,
        "defenders": [
          "2I M2"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.437,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.564,
        "xg_contribution": 0.2108,
        "shots_in_zone": 1.9,
        "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": "2I M2",
            "role": "CM",
            "market_value": 0,
            "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": 0.436
          }
        ],
        "duel_analysis": "Amad Diallo (CM) is slightly favored against 2I M2 in a direct 1v1 contest. Duel win probability: 56%. The quality gap is significant (€49M vs €0M avg). Projected xG contribution: 0.211 — creating consistent moderate threat."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "2I M1",
        "attacker_role": "LM",
        "attacker_market_value": 3000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.437,
        "defenders": [
          "Ousmane Diomande"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.817,
        "duel_zone": "LM vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.209,
        "xg_contribution": 0.0557,
        "shots_in_zone": 1.1,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.6,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Ousmane Diomande",
            "role": "CB",
            "market_value": 48000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.5,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.791
          }
        ],
        "duel_analysis": "2I M1 (LM) is heavily outmatched defensively against Ousmane Diomande in a direct 1v1 contest. Duel win probability: 21%. The quality gap is significant (€0M vs €48M avg). Projected xG contribution: 0.056 — with very limited chance creation expected."
      },
      {
        "attacker": "2I M2",
        "attacker_role": "CM",
        "attacker_market_value": 3000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.437,
        "defenders": [
          "Amad Diallo"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.821,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.276,
        "xg_contribution": 0.0636,
        "shots_in_zone": 1.3,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Amad Diallo",
            "role": "CM",
            "market_value": 49000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.724
          }
        ],
        "duel_analysis": "2I M2 (CM) is heavily outmatched defensively against Amad Diallo in a direct 1v1 contest. Duel win probability: 28%. The quality gap is significant (€0M vs €49M avg). Projected xG contribution: 0.064 — with very limited chance creation expected."
      },
      {
        "attacker": "2I M3",
        "attacker_role": "CM",
        "attacker_market_value": 3000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.437,
        "defenders": [
          "Amad Diallo"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.821,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.276,
        "xg_contribution": 0.0636,
        "shots_in_zone": 1.3,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Amad Diallo",
            "role": "CM",
            "market_value": 49000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.724
          }
        ],
        "duel_analysis": "2I M3 (CM) is heavily outmatched defensively against Amad Diallo in a direct 1v1 contest. Duel win probability: 28%. The quality gap is significant (€0M vs €49M avg). Projected xG contribution: 0.064 — with very limited chance creation expected."
      },
      {
        "attacker": "2I M4",
        "attacker_role": "RM",
        "attacker_market_value": 3000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.437,
        "defenders": [
          "Ousmane Diomande"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.817,
        "duel_zone": "RM vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.209,
        "xg_contribution": 0.0557,
        "shots_in_zone": 1.1,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.6,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Ousmane Diomande",
            "role": "CB",
            "market_value": 48000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.5,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.791
          }
        ],
        "duel_analysis": "2I M4 (RM) is heavily outmatched defensively against Ousmane Diomande in a direct 1v1 contest. Duel win probability: 21%. The quality gap is significant (€0M vs €48M avg). Projected xG contribution: 0.056 — with very limited chance creation expected."
      },
      {
        "attacker": "2I F1",
        "attacker_role": "ST",
        "attacker_market_value": 3000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.437,
        "defenders": [
          "Ousmane Diomande",
          "Evan Ndicka"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.781,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.1457,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.6,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Ousmane Diomande",
            "role": "CB",
            "market_value": 48000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Evan Ndicka",
            "role": "CB",
            "market_value": 34000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "2I F1 (ST) is heavily outmatched defensively against Ousmane Diomande and Evan Ndicka in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€0M vs €41M avg). Projected xG contribution: 0.146 — with very limited chance creation expected."
      },
      {
        "attacker": "2I F2",
        "attacker_role": "ST",
        "attacker_market_value": 3000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.437,
        "defenders": [
          "Ousmane Diomande",
          "Evan Ndicka"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.781,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.1457,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.6,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Ousmane Diomande",
            "role": "CB",
            "market_value": 48000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Evan Ndicka",
            "role": "CB",
            "market_value": 34000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "2I F2 (ST) is heavily outmatched defensively against Ousmane Diomande and Evan Ndicka in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€0M vs €41M avg). Projected xG contribution: 0.146 — with very limited chance creation expected."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.753,
      "away_midfield_power": 0.462,
      "home_creative_power": 0.72,
      "away_creative_power": 0.503,
      "home_defensive_power": 0.658,
      "away_defensive_power": 0.393,
      "home_dominance_ratio": 0.619,
      "home_midfield_count": 4,
      "away_midfield_count": 4,
      "home_midfield_players": [
        "Amad Diallo",
        "Bazoumana Touré",
        "Simon Adingra",
        "Ibrahim Sangaré"
      ],
      "away_midfield_players": [
        "2I M1",
        "2I M2",
        "2I M3",
        "2I M4"
      ],
      "possession_advantage": "home",
      "estimated_possession_home_pct": 53.7,
      "estimated_possession_away_pct": 46.3,
      "home_pressing_actions_per_90": 7.9,
      "away_pressing_actions_per_90": 6.2,
      "home_key_passes_projected": 5.8,
      "away_key_passes_projected": 4.5,
      "home_throughball_threat": 2.8,
      "away_throughball_threat": 2.1,
      "key_personal_duel": "Amad Diallo vs 2I M1",
      "midfield_lambda_factor_home": 1.047,
      "midfield_lambda_factor_away": 0.964
    },
    "formation_analysis": {
      "home_formation": "3-4-2-1",
      "away_formation": "4-4-2",
      "home_tactical_bonus": -0.04,
      "away_tactical_bonus": 0.04,
      "formation_verdict": "Tactical parity between 3-4-2-1 and 4-4-2. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 2.206,
    "away_lambda": 0.65,
    "home_top_threat_zones": [
      "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
      "Shadow Striker vs CB + Mid Cover — Layered Defense"
    ],
    "away_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle"
    ],
    "home_player_antagonists": {
      "Ange-Yoan Bonny": {
        "opponents": [
          "2I D2",
          "2I D3"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Yan Diomande": {
        "opponents": [
          "2I D2",
          "2I M2"
        ],
        "primary_zone": "Shadow Striker vs CB + Mid Cover — Layered Defense",
        "source": "attacking_duel"
      },
      "Simon Adingra": {
        "opponents": [
          "2I D4",
          "2I M1"
        ],
        "primary_zone": "Left Wingback vs Right Back — Overlapping Run",
        "source": "attacking_duel, midfield_pairing"
      },
      "Ibrahim Sangaré": {
        "opponents": [
          "2I D1",
          "2I M4"
        ],
        "primary_zone": "Right Wingback vs Left Back — Overlapping Run",
        "source": "attacking_duel, midfield_pairing"
      },
      "Amad Diallo": {
        "opponents": [
          "2I M2",
          "2I M3"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Ousmane Diomande": {
        "opponents": [
          "2I M1",
          "2I M4",
          "2I F1",
          "2I F2"
        ],
        "primary_zone": "LM vs CB",
        "source": "defensive_duel"
      },
      "Evan Ndicka": {
        "opponents": [
          "2I F1",
          "2I F2"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Bazoumana Touré": {
        "opponents": [
          "2I M3"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Yahia Fofana": {
        "opponents": [
          "2I F1",
          "2I F2"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Wilfried Singo": {
        "opponents": [
          "2I F1"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Evann Guessand": {
        "opponents": [
          "2I D1",
          "2I D3"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "2I D2": {
        "opponents": [
          "Ange-Yoan Bonny",
          "Yan Diomande"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "2I D3": {
        "opponents": [
          "Ange-Yoan Bonny"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "2I M2": {
        "opponents": [
          "Yan Diomande",
          "Amad Diallo"
        ],
        "primary_zone": "Shadow Striker vs CB + Mid Cover — Layered Defense",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "2I D4": {
        "opponents": [
          "Simon Adingra"
        ],
        "primary_zone": "Left Wingback vs Right Back — Overlapping Run",
        "source": "defensive_duel"
      },
      "2I D1": {
        "opponents": [
          "Ibrahim Sangaré"
        ],
        "primary_zone": "Right Wingback vs Left Back — Overlapping Run",
        "source": "defensive_duel"
      },
      "2I M1": {
        "opponents": [
          "Ousmane Diomande",
          "Simon Adingra"
        ],
        "primary_zone": "LM vs CB",
        "source": "attacking_duel, midfield_pairing"
      },
      "2I M3": {
        "opponents": [
          "Amad Diallo",
          "Bazoumana Touré"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, midfield_pairing"
      },
      "2I M4": {
        "opponents": [
          "Ousmane Diomande",
          "Ibrahim Sangaré"
        ],
        "primary_zone": "RM vs CB",
        "source": "attacking_duel, midfield_pairing"
      },
      "2I F1": {
        "opponents": [
          "Ousmane Diomande",
          "Evan Ndicka"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "2I F2": {
        "opponents": [
          "Ousmane Diomande",
          "Evan Ndicka"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "2I G1": {
        "opponents": [
          "Evann Guessand",
          "Yan Diomande"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Home midfield dominates with ~54% possession expected (Amad Diallo vs 2I M1). Total antagonist xG — Home: 0.63, Away: 0.53. Home danger zone: Central Mid vs Central Mid — Box-to-Box Midfield Contest. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 1.0005,
      "away_gk_opposition_factor": 0.9995,
      "home_set_piece_bonus": 0.18,
      "away_set_piece_bonus": 0.0,
      "home_defensive_solidity_vs": 0.9913,
      "away_defensive_solidity_vs": 0.9082,
      "home_midfield_factor": 1.047,
      "away_midfield_factor": 0.964,
      "stage_discount": 0.92,
      "quality_gap_applied": true,
      "home_avg_quality": 0.7457,
      "away_avg_quality": 0.4374,
      "avg_quality_gap": 0.3082,
      "squad_value_gap_log": 5.9428,
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      "away_bench_players_modelled": 0,
      "mismatch_score_pressure_applied": true,
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      "mismatch_favorite_lambda_boost": 1.1906,
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      "competitive_underdog_floor_applied": false,
      "pre_calibration_home_lambda": 1.8533,
      "pre_calibration_away_lambda": 0.598,
      "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": 2.206,
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  },
  "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,
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  },
  "away_standing": {
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    "team_position": null,
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    "team_attack_rate_contextual": null,
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    "team_ppg": null,
    "opponent_ppg": null
  },
  "timestamp": "2026-06-28T17:48:43Z"
}