{
  "match_info": {
    "home_team": "Côte d'Ivoire",
    "away_team": "Ecuador",
    "tournament": "FIFA World Cup",
    "date": "20260614",
    "timezone": "America/New_York",
    "home_formation": "4-2-3-1",
    "away_formation": "4-3-3"
  },
  "prediction": {
    "most_likely_score": "1-0",
    "home_goals": 1,
    "away_goals": 0,
    "most_likely_score_probability": 0.1363,
    "top_5_scorelines": [
      {
        "score": "1-0",
        "probability": 0.1363
      },
      {
        "score": "1-1",
        "probability": 0.1321
      },
      {
        "score": "0-0",
        "probability": 0.1094
      },
      {
        "score": "0-1",
        "probability": 0.103
      },
      {
        "score": "2-0",
        "probability": 0.0867
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.1094,
      "0-1": 0.103,
      "0-2": 0.0497,
      "0-3": 0.0158,
      "0-4": 0.0038,
      "0-5": 0.0007,
      "1-0": 0.1363,
      "1-1": 0.1321,
      "1-2": 0.0628,
      "1-3": 0.02,
      "1-4": 0.0048,
      "1-5": 0.0009,
      "2-0": 0.0867,
      "2-1": 0.0829,
      "2-2": 0.0397,
      "2-3": 0.0127,
      "2-4": 0.003,
      "2-5": 0.0006,
      "3-0": 0.0365,
      "3-1": 0.0349,
      "3-2": 0.0167,
      "3-3": 0.0053,
      "3-4": 0.0013,
      "4-0": 0.0115,
      "4-1": 0.011,
      "4-2": 0.0053,
      "4-3": 0.0017,
      "5-0": 0.0029,
      "5-1": 0.0028,
      "5-2": 0.0013,
      "6-0": 0.0006,
      "6-1": 0.0006
    },
    "outcome": {
      "home_win": 0.4332,
      "draw": 0.2869,
      "away_win": 0.2799
    },
    "markets": {
      "over_2_5_goals": 0.3829,
      "under_2_5_goals": 0.6171,
      "btts_yes": 0.4428,
      "btts_no": 0.5572,
      "home_clean_sheet": 0.384,
      "away_clean_sheet": 0.2825
    },
    "home_ratings": {
      "DR": 6.89,
      "MCR": 7.13,
      "ATR": 7.05,
      "GK": 6.2
    },
    "away_ratings": {
      "DR": 7.56,
      "MCR": 7.03,
      "ATR": 6.48,
      "GK": 6.43
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Côte d'Ivoire vs Ecuador. Most likely scoreline: 1-0. Lambdas derived from 5 home and 5 away individual player duels.",
      "key_player": "Projected scorer(s): Oumar Diakité",
      "tactical_analysis": "Tactical parity between 4-2-3-1 and 4-3-3. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Amad Diallo vs Moisés Caicedo will be the pivotal duel. Total antagonist xG — Home: 1.08, Away: 0.64. Home danger zone: Right Wing vs Left Back — Flank Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle."
    },
    "confidence": 0.71,
    "home_lambda": 1.264,
    "away_lambda": 0.957
  },
  "teams": {
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      "formation": "4-2-3-1",
      "players": {
        "Yahia Fofana": {
          "player_id": 877977,
          "position": "G",
          "position_depth": "G",
          "is_starter": true,
          "shirt_number": 1,
          "height": 194,
          "market_value": 5200000,
          "stats": {
            "saves": 4,
            "goals_prevented": 0.0,
            "rating": 6.2024,
            "minutes": 89,
            "total_pass": 26,
            "accurate_pass": 17,
            "total_long_balls": 15,
            "accurate_long_balls": 6,
            "touches": 37,
            "clearances": 3,
            "ball_recovery": 10,
            "high_claims": 1,
            "punches": 0.9894,
            "aerial_won": 1,
            "sweeper_actions": 1,
            "sweeper_accurate": 1,
            "saves_inside_box": 3,
            "possession_lost": 9.231,
            "duels_won": 1,
            "duels_lost": 1,
            "total_contest": 0,
            "won_contest": 0,
            "fouls": 0,
            "fouls_drawn": 0,
            "total_own_half_passes": 18,
            "accurate_own_half_passes": 14,
            "expected_saves": 1.35,
            "high_pressure_saves": 0.51,
            "shots_faced": 2.9,
            "opponent_faced": "John Yeboah, Moisés Caicedo",
            "matchup_zone": "Goalkeeper shot-stopping context",
            "antagonist_source": "formation_fallback",
            "fifa_overall": 76.0,
            "goals": 0,
            "projected_goals": 0,
            "goal_probability": 0.0
          },
          "latest_10_games": [
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              "match_id": 14109920,
              "match_date": "2026-05-15",
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              "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": 14616,
            "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": 15,
            "squad_role": "starter",
            "projected_match_rating": 6.2024,
            "source_file": "data/player_rankings.csv",
            "player_name": "Yahia Fofana",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Anis Hadj Moussa",
                  "ranking": 14611
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                {
                  "player_name": "Kevin Mac Allister",
                  "ranking": 14612
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                {
                  "player_name": "Jérémie Boga",
                  "ranking": 14613
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                {
                  "player_name": "Lukas Nmecha",
                  "ranking": 14614
                },
                {
                  "player_name": "Diego Moreira",
                  "ranking": 14615
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              ],
              "lower": [
                {
                  "player_name": "Ethan Ampadu",
                  "ranking": 14617
                },
                {
                  "player_name": "Tetê",
                  "ranking": 14618
                },
                {
                  "player_name": "David López",
                  "ranking": 14619
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                {
                  "player_name": "Benoît Badiashile",
                  "ranking": 14620
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                {
                  "player_name": "Jonas Omlin",
                  "ranking": 14621
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              ]
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          }
        },
        "Guéla Doué": {
          "player_id": 1002033,
          "position": "D",
          "position_depth": "D",
          "is_starter": true,
          "shirt_number": 17,
          "height": 187,
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          "stats": {
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            "clearances": 4,
            "aerial_won": 2,
            "rating": 7.0397,
            "minutes": 94,
            "total_pass": 45,
            "accurate_pass": 39,
            "duels_won": 8,
            "total_long_balls": 3,
            "accurate_long_balls": 2,
            "total_own_half_passes": 25,
            "accurate_own_half_passes": 23,
            "total_opp_half_passes": 20,
            "accurate_opp_half_passes": 16,
            "crosses_total": 2,
            "crosses_accurate": 1,
            "touches": 71,
            "possession_lost": 12.5068,
            "dispossessed": 1.5633,
            "duels_lost": 6,
            "aerial_lost": 2,
            "total_contest": 3,
            "won_contest": 2,
            "ball_recovery": 6,
            "challenges_lost": 2,
            "fouls": 1,
            "fouls_drawn": 2,
            "blocks": 2,
            "goal_rate": 0.0,
            "goals": 0,
            "assists": 0,
            "expected_goals": 0.0,
            "expected_assists": 0.198,
            "total_shots": 0,
            "shots_on_target": 0,
            "shots_off_target": 0,
            "big_chances_created": 1,
            "xgot": 0.0,
            "ball_carries": 18,
            "total_progression": 72,
            "progressive_carries": 1,
            "key_pass": 5,
            "tackles_in_zone": 2.1,
            "tackles_won_in_zone": 1.9,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.617,
            "opponent_faced": "Gonzalo Plata",
            "pressing_zone": "Right Wing vs Left Back — Flank Battle",
            "matchup_zone": "Right Wing vs Left Back — Flank Battle",
            "antagonist_source": "defensive_duel",
            "fifa_overall": 77.0,
            "projected_goals": 0,
            "goal_probability": 0.029
          },
          "latest_10_games": [
            {
              "match_id": 14061905,
              "match_date": "2026-05-17",
              "home_team": "RC Strasbourg",
              "away_team": "AS Monaco",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "RC Strasbourg",
              "opponent": "AS Monaco",
              "stats": {
                "minutes": 90,
                "rating": 6.7,
                "assists": 0,
                "expected_assists": 0.1555,
                "total_shots": 0,
                "total_pass": 27,
                "accurate_pass": 24,
                "tackles": 3,
                "tackles_won": 1,
                "clearances": 7,
                "aerial_won": 3,
                "duels_won": 9,
                "ball_recovery": 4
              },
              "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": 15889322,
              "match_date": "2026-05-13",
              "home_team": "Stade Brestois",
              "away_team": "RC Strasbourg",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "RC Strasbourg",
              "opponent": "Stade Brestois",
              "stats": {
                "minutes": 90,
                "rating": 6.6,
                "assists": 0,
                "expected_assists": 0.0326,
                "total_shots": 0,
                "total_pass": 39,
                "accurate_pass": 29,
                "tackles": 1,
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                "clearances": 2,
                "aerial_won": 2,
                "duels_won": 5,
                "ball_recovery": 8
              },
              "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": 14064518,
              "match_date": "2026-05-10",
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              "away_team": "RC Strasbourg",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "RC Strasbourg",
              "opponent": "Angers",
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                "rating": 7.2,
                "assists": 0,
                "expected_assists": 0.3968,
                "total_shots": 0,
                "total_pass": 63,
                "accurate_pass": 59,
                "key_pass": 5,
                "tackles": 3,
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                "clearances": 4,
                "aerial_won": 3,
                "duels_won": 8,
                "ball_recovery": 4
              },
              "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"
            }
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            "combined_rank_score": 768.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
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            "fifa_overall": 77.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 9,
            "squad_role": "starter",
            "projected_match_rating": 7.0397,
            "source_file": "data/player_rankings.csv",
            "player_name": "Guéla Doué",
            "ranking_neighbors": {
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                {
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                {
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              ],
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                },
                {
                  "player_name": "Marcelo Flores",
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                },
                {
                  "player_name": "Ryan Flamingo",
                  "ranking": 13485
                },
                {
                  "player_name": "Sebastián Driussi",
                  "ranking": 13486
                },
                {
                  "player_name": "Clinton Mata",
                  "ranking": 13487
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              ]
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          }
        },
        "Wilfried Singo": {
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          "position": "D",
          "position_depth": "D",
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          "height": 190,
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            "rating": 6.6074,
            "minutes": 75,
            "total_pass": 47,
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            "total_long_balls": 3,
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            "possession_lost": 6.7745,
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            "fouls": 1,
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            "blocks": 1,
            "goal_rate": 0.0,
            "goals": 0,
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            "expected_assists": 0.0104,
            "total_shots": 1,
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            "big_chances_created": 0,
            "xgot": 0.4794,
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            "defensive_success_rate": 0.82,
            "opponent_faced": "John Yeboah",
            "pressing_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "antagonist_source": "defensive_duel",
            "fifa_overall": 80.0,
            "projected_goals": 0,
            "goal_probability": 0.0439
          },
          "latest_10_games": [
            {
              "match_id": 14109924,
              "match_date": "2026-05-17",
              "home_team": "Kasımpaşa",
              "away_team": "Galatasaray",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Galatasaray",
              "opponent": "Kasımpaşa",
              "stats": {
                "minutes": 90,
                "rating": 6.6,
                "assists": 0,
                "expected_goals": 0.0705,
                "expected_assists": 0.0233,
                "total_shots": 2,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 107,
                "accurate_pass": 104,
                "key_pass": 1,
                "clearances": 1,
                "ball_recovery": 7
              },
              "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": 14109906,
              "match_date": "2026-05-02",
              "home_team": "Samsunspor",
              "away_team": "Galatasaray",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Galatasaray",
              "opponent": "Samsunspor",
              "stats": {
                "minutes": 16,
                "rating": 6.3,
                "assists": 0,
                "expected_assists": 0.0001,
                "total_shots": 0,
                "total_pass": 8,
                "accurate_pass": 7,
                "clearances": 1,
                "ball_recovery": 1
              },
              "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": 15631369,
              "match_date": "2026-03-18",
              "home_team": "Liverpool FC",
              "away_team": "Galatasaray",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Galatasaray",
              "opponent": "Liverpool FC",
              "stats": {
                "minutes": 90,
                "rating": 6.1,
                "assists": 0,
                "expected_assists": 0.0008,
                "total_shots": 0,
                "total_pass": 27,
                "accurate_pass": 22,
                "tackles": 3,
                "tackles_won": 1,
                "interceptions": 1,
                "clearances": 8,
                "aerial_won": 2,
                "duels_won": 6,
                "ball_recovery": 5
              },
              "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": 15631351,
              "match_date": "2026-03-10",
              "home_team": "Galatasaray",
              "away_team": "Liverpool FC",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Galatasaray",
              "opponent": "Liverpool FC",
              "stats": {
                "minutes": 90,
                "rating": 6.9,
                "assists": 0,
                "expected_goals": 0.0893,
                "expected_assists": 0.0066,
                "total_shots": 1,
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                "total_pass": 38,
                "accurate_pass": 26,
                "tackles": 3,
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            "ranking_source": "sofascore_plus_fifa_csv_filled",
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                  "player_name": "Alexsandro Amorim",
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                },
                {
                  "player_name": "Unai Simón",
                  "ranking": 406
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              ]
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          }
        },
        "Kevin Rodriguez": {
          "player_id": 1431770,
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          "latest_10_games": [
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              "has_player_stats": true,
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              "league_slug": "pro-league",
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              "season_name": "Pro League 25/26",
              "season_year": "25/26"
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            {
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              "away_team": "Royale Union Saint-Gilloise",
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              "team": "Royale Union Saint-Gilloise",
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                "expected_goals": 0.3789,
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              },
              "has_player_stats": true,
              "league_name": "Pro League",
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              "league_slug": "pro-league",
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              "season_name": "Pro League 25/26",
              "season_year": "25/26"
            },
            {
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              "away_team": "Royale Union Saint-Gilloise",
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              "team": "Royale Union Saint-Gilloise",
              "opponent": "Club Brugge KV",
              "stats": {
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                "rating": 6.1,
                "assists": 0,
                "expected_goals": 0.1066,
                "expected_assists": 0.5139,
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              "has_player_stats": true,
              "league_name": "Pro League",
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              "league_slug": "pro-league",
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              "home_team": "Royale Union Saint-Gilloise",
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              "team": "Royale Union Saint-Gilloise",
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              "league_slug": "pro-league",
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              "season_name": "Pro League 25/26",
              "season_year": "25/26"
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              "away_team": "Argentina",
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              "team": "Ecuador",
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              "league_name": "World Cup Qual. CONMEBOL",
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              "league_slug": "world-championship-qual-conmebol",
              "league_country": "South America",
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              "season_name": "World Cup Qualification, CONMEBOL 2025",
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              "team": "Ecuador",
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                "rating": 6.5,
                "assists": 0,
                "total_shots": 0,
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                "aerial_won": 1,
                "duels_won": 2,
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              "league_name": "World Cup Qual. CONMEBOL",
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              "league_slug": "world-championship-qual-conmebol",
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              "season_id": "53820",
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              "season_year": "2026"
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              "team": "Ecuador",
              "opponent": "Peru",
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                "rating": 6.6,
                "assists": 0,
                "total_shots": 0,
                "total_pass": 21,
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                "duels_won": 5,
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              "league_name": "World Cup Qual. CONMEBOL",
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              "team": "Ecuador",
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              "league_name": "World Cup Qual. CONMEBOL",
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            {
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              "team": "Ecuador",
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            {
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              "away_team": "Ecuador",
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              "team": "Ecuador",
              "opponent": "Mexico",
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                "assists": 0,
                "expected_goals": 0.0348,
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                "total_shots": 1,
                "total_pass": 5,
                "accurate_pass": 4,
                "key_pass": 1,
                "duels_won": 4
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              "has_player_stats": true,
              "league_name": "Copa América",
              "league_id": "133",
              "league_slug": "copa-america",
              "league_country": "South America",
              "season_id": "57114",
              "season_name": "Copa America 2024",
              "season_year": "2024"
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            "combined_rank_score": 4626.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 395.0,
            "sofascore_rating": 6.925,
            "sofascore_appearances": 4.0,
            "fifa_rank": 8857.0,
            "fifa_overall": 67.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 12,
            "squad_role": "substitute",
            "projected_match_rating": 6.4851,
            "source_file": "data/player_rankings.csv",
            "player_name": "Kevin Rodriguez",
            "ranking_neighbors": {
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                  "ranking": 19092
                },
                {
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                  "ranking": 19093
                },
                {
                  "player_name": "Matteo Pérez Vinlöf",
                  "ranking": 19094
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                {
                  "player_name": "Mateo Pellegrino",
                  "ranking": 19095
                },
                {
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                  "ranking": 19096
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              ],
              "lower": [
                {
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                  "ranking": 19098
                },
                {
                  "player_name": "Nicholas Pierini",
                  "ranking": 19099
                },
                {
                  "player_name": "Ime Okon",
                  "ranking": 19100
                },
                {
                  "player_name": "Milan Havel",
                  "ranking": 19101
                },
                {
                  "player_name": "Sultan Mandash",
                  "ranking": 19102
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              ]
            }
          }
        }
      },
      "team_totals": {
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        "expected_goals": 0.96,
        "expected_assists": 0.47,
        "total_shots": 11,
        "shots_on_target": 5,
        "total_passes": 374,
        "interceptions": 10,
        "tackles": 21,
        "avg_rating": 6.97,
        "possession_estimated_pct": 50.0,
        "pressing_actions_per_90": 7.4
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    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Amad Diallo",
        "attacker_role": "LW",
        "attacker_market_value": 49000000,
        "attacker_height": 173,
        "attacker_skill_quality": 0.821,
        "defenders": [
          "Ángelo Preciado"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.445,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.629,
        "xg_contribution": 0.2035,
        "shots_in_zone": 2.3,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.2,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.6,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Ángelo Preciado",
            "role": "RB",
            "market_value": 3600000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.3,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.371
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        ],
        "duel_analysis": "Amad Diallo (LW) has a clear attacking advantage against Ángelo Preciado in a direct 1v1 contest. Duel win probability: 63%. The quality gap is significant (€49M vs €4M avg). Projected xG contribution: 0.204 — and projects to generate high-quality chances."
      },
      {
        "attacker": "Oumar Diakité",
        "attacker_role": "RW",
        "attacker_market_value": 4900000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.461,
        "defenders": [
          "Piero Hincapié"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.809,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.311,
        "xg_contribution": 0.4875,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 1.9,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Piero Hincapié",
            "role": "LB",
            "market_value": 46000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.689
          }
        ],
        "duel_analysis": "Oumar Diakité (RW) is heavily outmatched defensively against Piero Hincapié in a direct 1v1 contest. Duel win probability: 31%. The quality gap is significant (€5M vs €46M avg). Projected xG contribution: 0.488 — with very limited chance creation expected."
      },
      {
        "attacker": "Franck Kessié",
        "attacker_role": "CAM",
        "attacker_market_value": 10800000,
        "attacker_height": 183,
        "attacker_skill_quality": 0.532,
        "defenders": [
          "Kendry Páez"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.502,
        "duel_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.497,
        "xg_contribution": 0.2033,
        "shots_in_zone": 2.4,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.3,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Kendry Páez",
            "role": "CDM",
            "market_value": 8300000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.6,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.503
          }
        ],
        "duel_analysis": "Franck Kessié (CAM) is evenly matched against Kendry Páez in a direct 1v1 contest. Duel win probability: 50%.  Projected xG contribution: 0.203 — with neither side clearly dominant."
      },
      {
        "attacker": "Elye Wahi",
        "attacker_role": "ST",
        "attacker_market_value": 19400000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.625,
        "defenders": [
          "Willian Pacho",
          "Alan Franco"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.661,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.182,
        "xg_contribution": 0.0663,
        "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": 1.6,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Willian Pacho",
            "role": "CB",
            "market_value": 66000000,
            "tackles_attempted": 1.2,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.818
          },
          {
            "player": "Alan Franco",
            "role": "CB",
            "market_value": 4700000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.818
          }
        ],
        "duel_analysis": "Elye Wahi (ST) is heavily outmatched defensively against Willian Pacho and Alan Franco in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€19M vs €35M avg). Projected xG contribution: 0.066 — with very limited chance creation expected."
      },
      {
        "attacker": "Simon Adingra",
        "attacker_role": "CDM",
        "attacker_market_value": 23000000,
        "attacker_height": 175,
        "attacker_skill_quality": 0.66,
        "defenders": [
          "Moisés Caicedo"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.897,
        "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.281,
        "xg_contribution": 0.1196,
        "shots_in_zone": 0.8,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Moisés Caicedo",
            "role": "CM",
            "market_value": 115000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.4,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.719
          }
        ],
        "duel_analysis": "Simon Adingra (CDM) is heavily outmatched defensively against Moisés Caicedo in a direct 1v1 contest. Duel win probability: 28%. The quality gap is significant (€23M vs €115M avg). Projected xG contribution: 0.120 — with very limited chance creation expected."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Enner Valencia",
        "attacker_role": "LW",
        "attacker_market_value": 905000,
        "attacker_height": 177,
        "attacker_skill_quality": 0.411,
        "defenders": [
          "Emmanuel Agbadou"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.595,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.337,
        "xg_contribution": 0.1483,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.9,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 1.8,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Emmanuel Agbadou",
            "role": "RB",
            "market_value": 16500000,
            "tackles_attempted": 2.1,
            "tackles_won": 2.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.8,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.663
          }
        ],
        "duel_analysis": "Enner Valencia (LW) faces tough defensive resistance against Emmanuel Agbadou in a direct 1v1 contest. Duel win probability: 34%. The quality gap is significant (€1M vs €16M avg). Projected xG contribution: 0.148 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Gonzalo Plata",
        "attacker_role": "RW",
        "attacker_market_value": 8600000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.506,
        "defenders": [
          "Guéla Doué"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.383,
        "xg_contribution": 0.0398,
        "shots_in_zone": 1.7,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.0,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Guéla Doué",
            "role": "LB",
            "market_value": 21000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.9,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.617
          }
        ],
        "duel_analysis": "Gonzalo Plata (RW) faces tough defensive resistance against Guéla Doué in a direct 1v1 contest. Duel win probability: 38%.  Projected xG contribution: 0.040 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "John Yeboah",
        "attacker_role": "ST",
        "attacker_market_value": 5300000,
        "attacker_height": 170,
        "attacker_skill_quality": 0.466,
        "defenders": [
          "Ghislain Konan",
          "Wilfried Singo"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.538,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.2073,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Ghislain Konan",
            "role": "CB",
            "market_value": 2800000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Wilfried Singo",
            "role": "CB",
            "market_value": 21000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "John Yeboah (ST) is heavily outmatched defensively against Ghislain Konan and Wilfried Singo in a 2-defender block. Duel win probability: 18%.  Projected xG contribution: 0.207 — with very limited chance creation expected."
      },
      {
        "attacker": "Kendry Páez",
        "attacker_role": "CDM",
        "attacker_market_value": 8300000,
        "attacker_height": 177,
        "attacker_skill_quality": 0.502,
        "defenders": [
          "Simon Adingra"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.66,
        "duel_zone": "CDM vs CDM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.357,
        "xg_contribution": 0.042,
        "shots_in_zone": 0.9,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Simon Adingra",
            "role": "CDM",
            "market_value": 23000000,
            "tackles_attempted": 2.1,
            "tackles_won": 2.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.643
          }
        ],
        "duel_analysis": "Kendry Páez (CDM) faces tough defensive resistance against Simon Adingra in a direct 1v1 contest. Duel win probability: 36%.  Projected xG contribution: 0.042 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Moisés Caicedo",
        "attacker_role": "CM",
        "attacker_market_value": 115000000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.897,
        "defenders": [
          "Simon Adingra"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.66,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.569,
        "xg_contribution": 0.2038,
        "shots_in_zone": 1.9,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.5,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Simon Adingra",
            "role": "CDM",
            "market_value": 23000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.6,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.431
          }
        ],
        "duel_analysis": "Moisés Caicedo (CM) is slightly favored against Simon Adingra in a direct 1v1 contest. Duel win probability: 57%. The quality gap is significant (€115M vs €23M avg). Projected xG contribution: 0.204 — creating consistent moderate threat."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.655,
      "away_midfield_power": 0.632,
      "home_creative_power": 0.675,
      "away_creative_power": 0.491,
      "home_defensive_power": 0.561,
      "away_defensive_power": 0.594,
      "home_dominance_ratio": 0.509,
      "home_midfield_count": 4,
      "away_midfield_count": 6,
      "home_midfield_players": [
        "Simon Adingra",
        "Amad Diallo",
        "Franck Kessié",
        "Seko Fofana"
      ],
      "away_midfield_players": [
        "Gonzalo Plata",
        "Moisés Caicedo",
        "Kendry Páez",
        "Alan Franco",
        "Pervis Estupiñán",
        "Ángelo Preciado"
      ],
      "possession_advantage": "neutral",
      "estimated_possession_home_pct": 50.0,
      "estimated_possession_away_pct": 50.0,
      "home_pressing_actions_per_90": 7.3,
      "away_pressing_actions_per_90": 7.4,
      "home_key_passes_projected": 5.6,
      "away_key_passes_projected": 4.4,
      "home_throughball_threat": 2.6,
      "away_throughball_threat": 2.1,
      "key_personal_duel": "Amad Diallo vs Moisés Caicedo",
      "midfield_lambda_factor_home": 1.006,
      "midfield_lambda_factor_away": 0.993
    },
    "formation_analysis": {
      "home_formation": "4-2-3-1",
      "away_formation": "4-3-3",
      "home_tactical_bonus": -0.01,
      "away_tactical_bonus": 0.03,
      "formation_verdict": "Tactical parity between 4-2-3-1 and 4-3-3. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 1.264,
    "away_lambda": 0.957,
    "home_top_threat_zones": [
      "Right Wing vs Left Back — Flank Battle",
      "Left Wing vs Right Back — Flank Battle"
    ],
    "away_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "Central Mid vs Defensive Mid — Pressing/Creation Duel"
    ],
    "home_player_antagonists": {
      "Amad Diallo": {
        "opponents": [
          "Ángelo Preciado",
          "Pervis Estupiñán"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Oumar Diakité": {
        "opponents": [
          "Piero Hincapié"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel"
      },
      "Franck Kessié": {
        "opponents": [
          "Kendry Páez",
          "Alan Franco",
          "Ángelo Preciado"
        ],
        "primary_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Elye Wahi": {
        "opponents": [
          "Willian Pacho",
          "Alan Franco"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Simon Adingra": {
        "opponents": [
          "Moisés Caicedo",
          "Kendry Páez",
          "Gonzalo Plata"
        ],
        "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Emmanuel Agbadou": {
        "opponents": [
          "Enner Valencia"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Guéla Doué": {
        "opponents": [
          "Gonzalo Plata"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Ghislain Konan": {
        "opponents": [
          "John Yeboah"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Wilfried Singo": {
        "opponents": [
          "John Yeboah"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Seko Fofana": {
        "opponents": [
          "Moisés Caicedo"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Yahia Fofana": {
        "opponents": [
          "Enner Valencia",
          "John Yeboah"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Ángelo Preciado": {
        "opponents": [
          "Amad Diallo",
          "Franck Kessié"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel, midfield_pairing"
      },
      "Piero Hincapié": {
        "opponents": [
          "Oumar Diakité"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Kendry Páez": {
        "opponents": [
          "Franck Kessié",
          "Simon Adingra"
        ],
        "primary_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Willian Pacho": {
        "opponents": [
          "Elye Wahi"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Alan Franco": {
        "opponents": [
          "Elye Wahi",
          "Franck Kessié"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel, midfield_pairing"
      },
      "Moisés Caicedo": {
        "opponents": [
          "Simon Adingra",
          "Seko Fofana"
        ],
        "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Enner Valencia": {
        "opponents": [
          "Emmanuel Agbadou"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel"
      },
      "Gonzalo Plata": {
        "opponents": [
          "Guéla Doué",
          "Simon Adingra"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "John Yeboah": {
        "opponents": [
          "Ghislain Konan",
          "Wilfried Singo"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Pervis Estupiñán": {
        "opponents": [
          "Amad Diallo"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Hernán Galíndez": {
        "opponents": [
          "Oumar Diakité",
          "Elye Wahi"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Midfield is evenly contested — Amad Diallo vs Moisés Caicedo will be the pivotal duel. Total antagonist xG — Home: 1.08, Away: 0.64. Home danger zone: Right Wing vs Left Back — Flank Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 1.0246,
      "away_gk_opposition_factor": 0.9995,
      "home_set_piece_bonus": 0.1415,
      "away_set_piece_bonus": 0.051,
      "home_defensive_solidity_vs": 0.8805,
      "away_defensive_solidity_vs": 0.9535,
      "home_midfield_factor": 1.006,
      "away_midfield_factor": 0.993,
      "stage_discount": 1.0,
      "quality_gap_applied": false,
      "home_avg_quality": 0.5918,
      "away_avg_quality": 0.5894,
      "avg_quality_gap": 0.0024,
      "squad_value_gap_log": -0.4008,
      "top5_value_gap_log": -0.5823,
      "attack_value_gap_log": -0.2855,
      "elite_count_gap": -2,
      "combined_quality_gap": -0.0518,
      "stronger_lambda_boost": 0.0,
      "weaker_lambda_suppression": 0.0,
      "home_bench_lambda_bonus": 0.085,
      "away_bench_lambda_bonus": 0.1007,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": false,
      "competitive_underdog_floor_applied": false,
      "competitive_underdog_floor": 0.85,
      "pre_competitive_floor_home_lambda": 1.264,
      "pre_competitive_floor_away_lambda": 0.957,
      "pre_calibration_home_lambda": 1.264,
      "pre_calibration_away_lambda": 0.9567,
      "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": 1.264,
      "final_away_lambda": 0.957
    }
  },
  "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": "2026-06-14T13:42:13Z"
}