{
  "match_info": {
    "home_team": "Panama",
    "away_team": "England",
    "tournament": "FIFA World Cup",
    "date": "20260627",
    "timezone": "America/New_York",
    "home_formation": "5-4-1",
    "away_formation": "4-2-3-1"
  },
  "prediction": {
    "most_likely_score": "0-3",
    "home_goals": 0,
    "away_goals": 3,
    "most_likely_score_probability": 0.1125,
    "top_5_scorelines": [
      {
        "score": "0-3",
        "probability": 0.1125
      },
      {
        "score": "0-2",
        "probability": 0.1098
      },
      {
        "score": "0-4",
        "probability": 0.0865
      },
      {
        "score": "1-3",
        "probability": 0.0775
      },
      {
        "score": "1-2",
        "probability": 0.0757
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0232,
      "0-1": 0.0715,
      "0-2": 0.1098,
      "0-3": 0.1125,
      "0-4": 0.0865,
      "0-5": 0.0532,
      "0-6": 0.0272,
      "0-7": 0.012,
      "0-8": 0.0046,
      "0-9": 0.0016,
      "1-0": 0.016,
      "1-1": 0.0492,
      "1-2": 0.0757,
      "1-3": 0.0775,
      "1-4": 0.0596,
      "1-5": 0.0366,
      "1-6": 0.0188,
      "1-7": 0.0082,
      "1-8": 0.0032,
      "1-9": 0.0011,
      "2-0": 0.0055,
      "2-1": 0.017,
      "2-2": 0.0261,
      "2-3": 0.0267,
      "2-4": 0.0205,
      "2-5": 0.0126,
      "2-6": 0.0065,
      "2-7": 0.0028,
      "2-8": 0.0011,
      "3-0": 0.0013,
      "3-1": 0.0039,
      "3-2": 0.006,
      "3-3": 0.0061,
      "3-4": 0.0047,
      "3-5": 0.0029,
      "3-6": 0.0015,
      "3-7": 0.0007,
      "4-1": 0.0007,
      "4-2": 0.001,
      "4-3": 0.0011,
      "4-4": 0.0008
    },
    "outcome": {
      "home_win": 0.0532,
      "draw": 0.1056,
      "away_win": 0.8412
    },
    "markets": {
      "over_2_5_goals": 0.7247,
      "under_2_5_goals": 0.2753,
      "btts_yes": 0.4749,
      "btts_no": 0.5251,
      "home_clean_sheet": 0.0463,
      "away_clean_sheet": 0.5021
    },
    "home_ratings": {
      "DR": 82.06,
      "MCR": 82.5,
      "ATR": 74.48,
      "GK": 76.72
    },
    "away_ratings": {
      "DR": 85.72,
      "MCR": 89.77,
      "ATR": 90.3,
      "GK": 90.54
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Panama vs England. Most likely scoreline: 0-3. Lambdas derived from 6 home and 4 away individual player duels.",
      "key_player": "Projected scorer(s): Harry Kane (2), Marcus Rashford",
      "tactical_analysis": "Tactical parity between 5-4-1 and 4-2-3-1. Match outcome driven primarily by individual player quality. Away midfield dictates play with ~56% possession expected (José Luis Rodríguez vs Jude Bellingham). Total antagonist xG — Home: 0.34, Away: 0.87. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle."
    },
    "confidence": 0.89,
    "home_lambda": 0.689,
    "away_lambda": 3.074
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.0532,
      "draw": 0.1056,
      "away_win": 0.8412
    },
    "favorite": "England",
    "favorite_win_probability": 0.8412,
    "fair_spread": -2.385,
    "fair_total": 3.763,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Panama",
        "estimate": 0.689,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "England",
        "estimate": 3.074,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.7247,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.4749,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Panama",
        "estimate": 1.0,
        "probability": 0.0463,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "England",
        "estimate": 1.0,
        "probability": 0.5021,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Andrés Andrade (Panama)",
        "estimate": 0.1642,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Harry Kane (England)",
        "estimate": 0.8835,
        "probability": 0.8214,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Andrés Andrade (Panama)",
        "estimate": 0.1419,
        "probability": 0.0,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Noni Madueke (England)",
        "estimate": 0.2393,
        "probability": 0.1671,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "high",
      "expected_total_goals": 3.763,
      "expected_total_shots": 24,
      "expected_total_passes": 933,
      "expected_pressing_actions_per_90": 16.0,
      "possession_home_pct": 44.4,
      "possession_away_pct": 55.6,
      "notes": "England projects to control midfield possession"
    },
    "expected_game_script": {
      "favorite": "England",
      "favorite_win_probability": 0.8412,
      "script": "England is the fair winner side, but the baseline remains favorite-led: fair spread -2.38 goals and fair total 3.76.",
      "first_half": "Expect high 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; Panama must keep the match inside one goal.",
      "late_game": "A England lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "England chance creation leans on Harry Kane against Andrés Andrade, José Córdoba in Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle; England projects to control midfield possession.",
    "expected_rotation_usage_behavior": [
      "Panama: starters carry the main goal usage through the highest xG attackers; bench watchlist: Adalberto Carrasquilla, Eduardo Guerrero, Ismael Díaz.",
      "England: starters carry the main goal usage through Harry Kane (2), Marcus Rashford; bench watchlist: Bukayo Saka, Declan Rice, Morgan Rogers.",
      "Assist usage should flow through Elliot Anderson; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: England tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects high tempo, about 12 total first-half shots, and 1.88 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 Panama is chasing, transition and set-piece volume become the primary live deviation signal."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for England.",
      "Panama 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": {
    "Panama": {
      "formation": "5-4-1",
      "players": {
        "José Fajardo": {
          "player_id": 936184,
          "position": "F",
          "position_depth": "F",
          "is_starter": true,
          "shirt_number": 17,
          "height": 180,
          "market_value": 525000,
          "stats": {
            "expected_goals": 0.0597,
            "goal_rate": 0.0004,
            "goals": 0,
            "shots_on_target": 0,
            "expected_assists": 0.0228,
            "key_pass": 0,
            "rating": 74.4803,
            "minutes": 56,
            "total_shots": 2,
            "duels_won": 5,
            "aerial_won": 2,
            "total_pass": 8,
            "accurate_pass": 8,
            "total_long_balls": 1,
            "accurate_long_balls": 2,
            "total_opp_half_passes": 7,
            "accurate_opp_half_passes": 5,
            "crosses_total": 2,
            "crosses_accurate": 1,
            "touches": 19,
            "possession_lost": 6.7607,
            "dispossessed": 1.57,
            "duels_lost": 4,
            "aerial_lost": 2,
            "total_contest": 1,
            "won_contest": 1,
            "ball_recovery": 1,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 2,
            "assists": 0,
            "shots_off_target": 1,
            "interceptions": 0,
            "tackles_won": 1,
            "tackles": 2,
            "clearances": 1,
            "blocks": 1,
            "big_chances_created": 0,
            "big_chances_missed": 1,
            "xgot": 0.1962,
            "offsides": 1,
            "ball_carries": 2,
            "total_progression": 0,
            "progressive_carries": 0,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.3,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.18,
            "pressing_faced": "MEDIUM",
            "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "numerical_situation": "1v2",
            "opponent_defenders": "Nico O'Reilly, John Stones",
            "opponent_faced": "Nico O'Reilly, John Stones",
            "antagonist_source": "attacking_duel",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 68.0
          },
          "latest_10_games": [
            {
              "match_id": 15186520,
              "match_date": "2026-06-23",
              "home_team": "Panama",
              "away_team": "Croatia",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Panama",
              "opponent": "Croatia",
              "stats": {
                "minutes": 83,
                "rating": 6.8,
                "assists": 0,
                "expected_goals": 0.1961,
                "expected_assists": 0.026,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 11,
                "accurate_pass": 8,
                "tackles": 2,
                "tackles_won": 1,
                "clearances": 1,
                "aerial_won": 2,
                "duels_won": 6,
                "ball_recovery": 2
              },
              "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": 15186687,
              "match_date": "2026-06-17",
              "home_team": "Ghana",
              "away_team": "Panama",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Panama",
              "opponent": "Ghana",
              "stats": {
                "minutes": 27,
                "rating": 6.3,
                "assists": 0,
                "total_shots": 0,
                "total_pass": 3,
                "ball_recovery": 1
              },
              "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": 15502566,
              "match_date": "2026-05-23",
              "home_team": "Orense SC",
              "away_team": "Universidad Católica del Ecuador",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Universidad Católica del Ecuador",
              "opponent": "Orense SC",
              "stats": {
                "minutes": 10,
                "rating": 6.5,
                "assists": 0,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 1,
                "accurate_pass": 1
              },
              "has_player_stats": true,
              "league_name": "LigaPro Serie A",
              "league_id": "240",
              "league_slug": "ligapro-serie-a",
              "league_country": "Ecuador",
              "season_id": "89674",
              "season_name": "LigaPro Primera A 2026",
              "season_year": "2026"
            },
            {
              "match_id": 15502560,
              "match_date": "2026-05-16",
              "home_team": "Universidad Católica del Ecuador",
              "away_team": "Delfín",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Universidad Católica del Ecuador",
              "opponent": "Delfín",
              "stats": {
                "minutes": 28,
                "rating": 7.2,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 6,
                "accurate_pass": 1,
                "tackles": 1,
                "tackles_won": 1,
                "duels_won": 2,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "LigaPro Serie A",
              "league_id": "240",
              "league_slug": "ligapro-serie-a",
              "league_country": "Ecuador",
              "season_id": "89674",
              "season_name": "LigaPro Primera A 2026",
              "season_year": "2026"
            },
            {
              "match_id": 15502546,
              "match_date": "2026-05-09",
              "home_team": "Aucas",
              "away_team": "Universidad Católica del Ecuador",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Universidad Católica del Ecuador",
              "opponent": "Aucas",
              "stats": {
                "minutes": 74,
                "rating": 6.2,
                "assists": 0,
                "total_shots": 0,
                "total_pass": 18,
                "accurate_pass": 7,
                "tackles": 1,
                "tackles_won": 1,
                "aerial_won": 7,
                "duels_won": 10,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "LigaPro Serie A",
              "league_id": "240",
              "league_slug": "ligapro-serie-a",
              "league_country": "Ecuador",
              "season_id": "89674",
              "season_name": "LigaPro Primera A 2026",
              "season_year": "2026"
            },
            {
              "match_id": 11886595,
              "match_date": "2024-07-06",
              "home_team": "Colombia",
              "away_team": "Panama",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Panama",
              "opponent": "Colombia",
              "stats": {
                "minutes": 85,
                "rating": 6.7,
                "assists": 0,
                "expected_goals": 0.0447,
                "expected_assists": 0.0069,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 11,
                "accurate_pass": 9,
                "tackles": 2,
                "tackles_won": 1,
                "duels_won": 3,
                "ball_recovery": 1
              },
              "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"
            },
            {
              "match_id": 11886397,
              "match_date": "2024-07-02",
              "home_team": "Bolivia",
              "away_team": "Panama",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Panama",
              "opponent": "Bolivia",
              "stats": {
                "minutes": 84,
                "rating": 7.2,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.4112,
                "expected_assists": 0.229,
                "total_shots": 3,
                "shots_on_target": 1,
                "shots_off_target": 2,
                "total_pass": 18,
                "accurate_pass": 14,
                "key_pass": 2,
                "aerial_won": 1,
                "duels_won": 4
              },
              "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"
            },
            {
              "match_id": 11886372,
              "match_date": "2024-06-27",
              "home_team": "Panama",
              "away_team": "USA",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Panama",
              "opponent": "USA",
              "stats": {
                "minutes": 45,
                "rating": 7.3,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.2318,
                "expected_assists": 0.0088,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 9,
                "accurate_pass": 8,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 2,
                "ball_recovery": 1
              },
              "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"
            },
            {
              "match_id": 11886384,
              "match_date": "2024-06-24",
              "home_team": "Uruguay",
              "away_team": "Panama",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Panama",
              "opponent": "Uruguay",
              "stats": {
                "minutes": 84,
                "rating": 6.9,
                "assists": 0,
                "expected_goals": 0.2115,
                "expected_assists": 0.0189,
                "total_shots": 3,
                "shots_off_target": 3,
                "total_pass": 21,
                "accurate_pass": 18,
                "clearances": 4,
                "duels_won": 1,
                "ball_recovery": 2
              },
              "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"
            }
          ],
          "ranking": {
            "global_player_rank": 19949,
            "combined_rank_score": 4018.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 298.0,
            "sofascore_rating": 7.025,
            "sofascore_appearances": 4.0,
            "fifa_rank": 7738.0,
            "fifa_overall": 68.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 15,
            "squad_role": "starter",
            "projected_match_rating": 6.4803,
            "source_file": "data/player_rankings.csv",
            "player_name": "José Fajardo",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Pier Barrios",
                  "ranking": 19944
                },
                {
                  "player_name": "Mert Kömür",
                  "ranking": 19945
                },
                {
                  "player_name": "Colby Bishop",
                  "ranking": 19946
                },
                {
                  "player_name": "Marvelous Nakamba",
                  "ranking": 19947
                },
                {
                  "player_name": "Agustín Ruberto",
                  "ranking": 19948
                }
              ],
              "lower": [
                {
                  "player_name": "Milan Rodić",
                  "ranking": 19950
                },
                {
                  "player_name": "Christian Kofane",
                  "ranking": 19951
                },
                {
                  "player_name": "Max Johnston",
                  "ranking": 19952
                },
                {
                  "player_name": "Patryk Klimala",
                  "ranking": 19953
                },
                {
                  "player_name": "Kassoum Ouattara",
                  "ranking": 19954
                }
              ]
            }
          }
        },
        "José Luis Rodríguez": {
          "player_id": 842253,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 7,
          "height": 180,
          "market_value": 2600000,
          "stats": {
            "key_pass": 1,
            "expected_assists": 0.0215,
            "assists": 0,
            "expected_goals": 0.0391,
            "rating": 84.1167,
            "minutes": 83,
            "total_pass": 19,
            "accurate_pass": 16,
            "ball_recovery": 4,
            "duels_won": 3,
            "total_shots": 1,
            "total_long_balls": 1,
            "accurate_long_balls": 2,
            "total_own_half_passes": 6,
            "accurate_own_half_passes": 5,
            "total_opp_half_passes": 16,
            "accurate_opp_half_passes": 13,
            "crosses_total": 7,
            "crosses_accurate": 1,
            "touches": 41,
            "possession_lost": 14.061,
            "dispossessed": 1.6387,
            "duels_lost": 7,
            "aerial_won": 1,
            "aerial_lost": 3,
            "interceptions": 2,
            "tackles_won": 1,
            "tackles": 1,
            "clearances": 1,
            "total_contest": 3,
            "won_contest": 2,
            "challenges_lost": 2,
            "fouls": 2,
            "fouls_drawn": 1,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 1,
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              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14023928,
              "match_date": "2026-05-15",
              "home_team": "Aston Villa",
              "away_team": "Liverpool FC",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "Liverpool FC",
              "stats": {
                "minutes": 90,
                "rating": 8.2,
                "goal_rate": 2.0,
                "goals": 2,
                "assists": 1,
                "expected_goals": 1.5225,
                "expected_assists": 0.0247,
                "total_shots": 6,
                "shots_on_target": 5,
                "shots_off_target": 1,
                "total_pass": 16,
                "accurate_pass": 13,
                "key_pass": 1,
                "clearances": 1,
                "duels_won": 1
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14023929,
              "match_date": "2026-05-10",
              "home_team": "Burnley",
              "away_team": "Aston Villa",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "Burnley",
              "stats": {
                "minutes": 90,
                "rating": 7.1,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.1392,
                "expected_assists": 0.0139,
                "total_shots": 2,
                "shots_on_target": 1,
                "total_pass": 16,
                "accurate_pass": 10,
                "duels_won": 1,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632625,
              "match_date": "2026-05-07",
              "home_team": "Aston Villa",
              "away_team": "Nottingham Forest",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "Nottingham Forest",
              "stats": {
                "minutes": 90,
                "rating": 7.3,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 1,
                "expected_goals": 0.9541,
                "expected_assists": 0.0488,
                "total_shots": 4,
                "shots_on_target": 3,
                "total_pass": 22,
                "accurate_pass": 17,
                "key_pass": 1,
                "interceptions": 2,
                "aerial_won": 2,
                "duels_won": 4,
                "ball_recovery": 5
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632623,
              "match_date": "2026-04-30",
              "home_team": "Nottingham Forest",
              "away_team": "Aston Villa",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "Nottingham Forest",
              "stats": {
                "minutes": 90,
                "rating": 6.4,
                "assists": 0,
                "expected_goals": 0.3646,
                "expected_assists": 0.0734,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 20,
                "accurate_pass": 17,
                "key_pass": 3,
                "duels_won": 1,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632621,
              "match_date": "2026-04-16",
              "home_team": "Aston Villa",
              "away_team": "Bologna",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "Bologna",
              "stats": {
                "minutes": 64,
                "rating": 7.4,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.9787,
                "expected_assists": 0.0227,
                "total_shots": 2,
                "shots_on_target": 1,
                "total_pass": 12,
                "accurate_pass": 11,
                "key_pass": 1,
                "duels_won": 3,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632617,
              "match_date": "2026-04-09",
              "home_team": "Bologna",
              "away_team": "Aston Villa",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "Bologna",
              "stats": {
                "minutes": 90,
                "rating": 8.5,
                "goal_rate": 2.0,
                "goals": 2,
                "assists": 0,
                "expected_goals": 0.989,
                "expected_assists": 0.023,
                "total_shots": 2,
                "shots_on_target": 2,
                "total_pass": 21,
                "accurate_pass": 17,
                "key_pass": 2,
                "tackles": 1,
                "tackles_won": 1,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 5,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15631843,
              "match_date": "2026-03-19",
              "home_team": "Aston Villa",
              "away_team": "Lille",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Aston Villa",
              "opponent": "Lille",
              "stats": {
                "minutes": 34,
                "rating": 7.3,
                "assists": 1,
                "expected_goals": 0.1195,
                "expected_assists": 0.1812,
                "total_shots": 1,
                "total_pass": 10,
                "accurate_pass": 3,
                "key_pass": 1,
                "tackles": 1,
                "tackles_won": 1,
                "aerial_won": 3,
                "duels_won": 6,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15631836,
              "match_date": "2026-03-12",
              "home_team": "Lille",
              "away_team": "Aston Villa",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "Lille",
              "stats": {
                "minutes": 77,
                "rating": 7.4,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.0548,
                "expected_assists": 0.0059,
                "total_shots": 2,
                "shots_on_target": 1,
                "total_pass": 10,
                "accurate_pass": 5,
                "aerial_won": 1,
                "duels_won": 2,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 206,
            "combined_rank_score": 142.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 213.0,
            "fifa_overall": 84.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 16,
            "squad_role": "substitute",
            "projected_match_rating": 7.6105,
            "source_file": "data/player_rankings.csv",
            "player_name": "Ollie Watkins",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Gabriel Honório",
                  "ranking": 201
                },
                {
                  "player_name": "Dae-han Park",
                  "ranking": 202
                },
                {
                  "player_name": "Joško Gvardiol",
                  "ranking": 203
                },
                {
                  "player_name": "Vladimir Jovović",
                  "ranking": 204
                },
                {
                  "player_name": "Jan Oblak",
                  "ranking": 205
                }
              ],
              "lower": [
                {
                  "player_name": "Rúben Neves",
                  "ranking": 207
                },
                {
                  "player_name": "Bernardo Silva",
                  "ranking": 208
                },
                {
                  "player_name": "Ederson",
                  "ranking": 209
                },
                {
                  "player_name": "Ruslanbek Jiyanov",
                  "ranking": 210
                },
                {
                  "player_name": "Jovan Đokić",
                  "ranking": 211
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 3,
        "expected_goals": 3.07,
        "expected_assists": 0.73,
        "total_shots": 15,
        "shots_on_target": 9,
        "total_passes": 474,
        "interceptions": 13,
        "tackles": 16,
        "avg_rating": 88.51,
        "possession_estimated_pct": 55.6,
        "pressing_actions_per_90": 9.9
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "José Fajardo",
        "attacker_role": "ST",
        "attacker_market_value": 525000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.407,
        "defenders": [
          "Nico O'Reilly",
          "John Stones"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.706,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0892,
        "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": "MEDIUM",
        "defender_stats": [
          {
            "player": "Nico O'Reilly",
            "role": "CB",
            "market_value": 76000000,
            "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": 0.82
          },
          {
            "player": "John Stones",
            "role": "CB",
            "market_value": 10900000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.7,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "José Fajardo (ST) is heavily outmatched defensively against Nico O'Reilly and John Stones in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€1M vs €43M avg). Projected xG contribution: 0.089 — with very limited chance creation expected."
      },
      {
        "attacker": "José Luis Rodríguez",
        "attacker_role": "LM",
        "attacker_market_value": 2600000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.432,
        "defenders": [
          "Djed Spence"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.725,
        "duel_zone": "Left Mid vs Right Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.312,
        "xg_contribution": 0.049,
        "shots_in_zone": 1.3,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Djed Spence",
            "role": "RB",
            "market_value": 31000000,
            "tackles_attempted": 2.2,
            "tackles_won": 2.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.688
          }
        ],
        "duel_analysis": "José Luis Rodríguez (LM) is heavily outmatched defensively against Djed Spence in a direct 1v1 contest. Duel win probability: 31%. The quality gap is significant (€3M vs €31M avg). Projected xG contribution: 0.049 — with very limited chance creation expected."
      },
      {
        "attacker": "Yoel Bárcenas",
        "attacker_role": "RM",
        "attacker_market_value": 705000,
        "attacker_height": 175,
        "attacker_skill_quality": 0.409,
        "defenders": [
          "Marc Guéhi"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.864,
        "duel_zone": "Right Mid vs Left Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.227,
        "xg_contribution": 0.0496,
        "shots_in_zone": 1.1,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.6,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Marc Guéhi",
            "role": "LB",
            "market_value": 66000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.5,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.773
          }
        ],
        "duel_analysis": "Yoel Bárcenas (RM) is heavily outmatched defensively against Marc Guéhi in a direct 1v1 contest. Duel win probability: 23%. The quality gap is significant (€1M vs €66M avg). Projected xG contribution: 0.050 — with very limited chance creation expected."
      },
      {
        "attacker": "César Blackman",
        "attacker_role": "LWB",
        "attacker_market_value": 2600000,
        "attacker_height": 174,
        "attacker_skill_quality": 0.432,
        "defenders": [
          "Marcus Rashford",
          "Djed Spence"
        ],
        "defender_roles": [
          "RW",
          "RB"
        ],
        "def_skill_quality_avg": 0.747,
        "duel_zone": "LWB vs RW + RB",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0166,
        "shots_in_zone": 0.7,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.2,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Marcus Rashford",
            "role": "RW",
            "market_value": 38000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Djed Spence",
            "role": "RB",
            "market_value": 31000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "César Blackman (LWB) is heavily outmatched defensively against Marcus Rashford and Djed Spence in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€3M vs €34M avg). Projected xG contribution: 0.017 — with very limited chance creation expected."
      },
      {
        "attacker": "Amir Murillo",
        "attacker_role": "RWB",
        "attacker_market_value": 6600000,
        "attacker_height": 183,
        "attacker_skill_quality": 0.482,
        "defenders": [
          "Elliot Anderson",
          "Marc Guéhi"
        ],
        "defender_roles": [
          "LW",
          "LB"
        ],
        "def_skill_quality_avg": 0.866,
        "duel_zone": "RWB vs LW + LB",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0777,
        "shots_in_zone": 0.7,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.3,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Elliot Anderson",
            "role": "LW",
            "market_value": 68000000,
            "tackles_attempted": 1.2,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.4,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Marc Guéhi",
            "role": "LB",
            "market_value": 66000000,
            "tackles_attempted": 1.2,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.4,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Amir Murillo (RWB) is heavily outmatched defensively against Elliot Anderson and Marc Guéhi in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€7M vs €67M avg). Projected xG contribution: 0.078 — with very limited chance creation expected."
      },
      {
        "attacker": "Carlos Harvey",
        "attacker_role": "CM",
        "attacker_market_value": 630000,
        "attacker_height": 184,
        "attacker_skill_quality": 0.408,
        "defenders": [
          "Jude Bellingham"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.898,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.214,
        "xg_contribution": 0.0627,
        "shots_in_zone": 1.2,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Jude Bellingham",
            "role": "CDM",
            "market_value": 123000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.5,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.786
          }
        ],
        "duel_analysis": "Carlos Harvey (CM) is heavily outmatched defensively against Jude Bellingham in a direct 1v1 contest. Duel win probability: 21%. The quality gap is significant (€1M vs €123M avg). Projected xG contribution: 0.063 — with very limited chance creation expected."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Elliot Anderson",
        "attacker_role": "LW",
        "attacker_market_value": 68000000,
        "attacker_height": 179,
        "attacker_skill_quality": 0.868,
        "defenders": [
          "Andrés Andrade"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.43,
        "duel_zone": "LW vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.585,
        "xg_contribution": 0.0858,
        "shots_in_zone": 2.2,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.1,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.6,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Andrés Andrade",
            "role": "CB",
            "market_value": 2400000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.4,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.415
          }
        ],
        "duel_analysis": "Elliot Anderson (LW) is slightly favored against Andrés Andrade in a direct 1v1 contest. Duel win probability: 58%. The quality gap is significant (€68M vs €2M avg). Projected xG contribution: 0.086 — creating consistent moderate threat."
      },
      {
        "attacker": "Harry Kane",
        "attacker_role": "ST",
        "attacker_market_value": 65000000,
        "attacker_height": 188,
        "attacker_skill_quality": 0.863,
        "defenders": [
          "Andrés Andrade",
          "José Córdoba"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.444,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.39,
        "xg_contribution": 0.6494,
        "shots_in_zone": 2.9,
        "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": "Andrés Andrade",
            "role": "CB",
            "market_value": 2400000,
            "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": 0.6,
            "defensive_success_rate": 0.61
          },
          {
            "player": "José Córdoba",
            "role": "CB",
            "market_value": 4700000,
            "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": 0.6,
            "defensive_success_rate": 0.61
          }
        ],
        "duel_analysis": "Harry Kane (ST) faces tough defensive resistance against Andrés Andrade and José Córdoba in a 2-defender block. Duel win probability: 39%. The quality gap is significant (€65M vs €4M avg). Projected xG contribution: 0.649 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Marcus Rashford",
        "attacker_role": "RW",
        "attacker_market_value": 38000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.77,
        "defenders": [
          "Andrés Andrade"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.43,
        "duel_zone": "RW vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.565,
        "xg_contribution": 0.049,
        "shots_in_zone": 2.1,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.0,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Andrés Andrade",
            "role": "CB",
            "market_value": 2400000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.4,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.435
          }
        ],
        "duel_analysis": "Marcus Rashford (RW) is slightly favored against Andrés Andrade in a direct 1v1 contest. Duel win probability: 56%. The quality gap is significant (€38M vs €2M avg). Projected xG contribution: 0.049 — creating consistent moderate threat."
      },
      {
        "attacker": "Noni Madueke",
        "attacker_role": "CAM",
        "attacker_market_value": 54000000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.837,
        "defenders": [
          "Carlos Harvey"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.408,
        "duel_zone": "CAM vs CM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.605,
        "xg_contribution": 0.0847,
        "shots_in_zone": 2.7,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.6,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Carlos Harvey",
            "role": "CM",
            "market_value": 630000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.3,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.395
          }
        ],
        "duel_analysis": "Noni Madueke (CAM) has a clear attacking advantage against Carlos Harvey in a direct 1v1 contest. Duel win probability: 61%. The quality gap is significant (€54M vs €1M avg). Projected xG contribution: 0.085 — and projects to generate high-quality chances."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.44,
      "away_midfield_power": 0.88,
      "home_creative_power": 0.395,
      "away_creative_power": 0.748,
      "home_defensive_power": 0.395,
      "away_defensive_power": 1.012,
      "home_dominance_ratio": 0.333,
      "home_midfield_count": 4,
      "away_midfield_count": 3,
      "home_midfield_players": [
        "José Luis Rodríguez",
        "Carlos Harvey",
        "Cristian Martínez",
        "Yoel Bárcenas"
      ],
      "away_midfield_players": [
        "Jude Bellingham",
        "Elliot Anderson",
        "Kobbie Mainoo"
      ],
      "possession_advantage": "away",
      "estimated_possession_home_pct": 44.4,
      "estimated_possession_away_pct": 55.6,
      "home_pressing_actions_per_90": 6.1,
      "away_pressing_actions_per_90": 9.9,
      "home_key_passes_projected": 3.9,
      "away_key_passes_projected": 6.0,
      "home_throughball_threat": 1.8,
      "away_throughball_threat": 2.8,
      "key_personal_duel": "José Luis Rodríguez vs Jude Bellingham",
      "midfield_lambda_factor_home": 0.933,
      "midfield_lambda_factor_away": 1.058
    },
    "formation_analysis": {
      "home_formation": "5-4-1",
      "away_formation": "4-2-3-1",
      "home_tactical_bonus": 0.01,
      "away_tactical_bonus": -0.01,
      "formation_verdict": "Tactical parity between 5-4-1 and 4-2-3-1. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 0.689,
    "away_lambda": 3.074,
    "home_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "RWB vs LW + LB"
    ],
    "away_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "LW vs CB"
    ],
    "home_player_antagonists": {
      "José Fajardo": {
        "opponents": [
          "Nico O'Reilly",
          "John Stones"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "José Luis Rodríguez": {
        "opponents": [
          "Djed Spence",
          "Elliot Anderson"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Yoel Bárcenas": {
        "opponents": [
          "Marc Guéhi",
          "Jude Bellingham"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "César Blackman": {
        "opponents": [
          "Marcus Rashford",
          "Djed Spence"
        ],
        "primary_zone": "LWB vs RW + RB",
        "source": "attacking_duel"
      },
      "Amir Murillo": {
        "opponents": [
          "Elliot Anderson",
          "Marc Guéhi"
        ],
        "primary_zone": "RWB vs LW + LB",
        "source": "attacking_duel"
      },
      "Carlos Harvey": {
        "opponents": [
          "Jude Bellingham",
          "Noni Madueke"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Andrés Andrade": {
        "opponents": [
          "Elliot Anderson",
          "Harry Kane",
          "Marcus Rashford"
        ],
        "primary_zone": "LW vs CB",
        "source": "defensive_duel"
      },
      "José Córdoba": {
        "opponents": [
          "Harry Kane"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Cristian Martínez": {
        "opponents": [
          "Kobbie Mainoo"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Orlando Mosquera": {
        "opponents": [
          "Noni Madueke",
          "Harry Kane"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Jiovany Ramos": {
        "opponents": [
          "Noni Madueke"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Nico O'Reilly": {
        "opponents": [
          "José Fajardo"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "John Stones": {
        "opponents": [
          "José Fajardo"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Djed Spence": {
        "opponents": [
          "José Luis Rodríguez",
          "César Blackman"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Marc Guéhi": {
        "opponents": [
          "Yoel Bárcenas",
          "Amir Murillo"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Marcus Rashford": {
        "opponents": [
          "César Blackman",
          "Andrés Andrade"
        ],
        "primary_zone": "LWB vs RW + RB",
        "source": "defensive_duel, attacking_duel"
      },
      "Elliot Anderson": {
        "opponents": [
          "Amir Murillo",
          "Andrés Andrade",
          "José Luis Rodríguez"
        ],
        "primary_zone": "RWB vs LW + LB",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Jude Bellingham": {
        "opponents": [
          "Carlos Harvey",
          "Yoel Bárcenas"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "defensive_duel, midfield_pairing"
      },
      "Harry Kane": {
        "opponents": [
          "Andrés Andrade",
          "José Córdoba"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Noni Madueke": {
        "opponents": [
          "Carlos Harvey"
        ],
        "primary_zone": "CAM vs CM",
        "source": "attacking_duel"
      },
      "Kobbie Mainoo": {
        "opponents": [
          "Cristian Martínez"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Jordan Pickford": {
        "opponents": [
          "José Fajardo",
          "Cristian Martínez"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Away midfield dictates play with ~56% possession expected (José Luis Rodríguez vs Jude Bellingham). Total antagonist xG — Home: 0.34, Away: 0.87. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 0.9575,
      "away_gk_opposition_factor": 1.0223,
      "home_set_piece_bonus": 0.088,
      "away_set_piece_bonus": 0.1799,
      "home_defensive_solidity_vs": 0.9,
      "away_defensive_solidity_vs": 0.9799,
      "home_midfield_factor": 0.933,
      "away_midfield_factor": 1.058,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.4274,
      "away_avg_quality": 0.8109,
      "avg_quality_gap": -0.3835,
      "squad_value_gap_log": -2.9543,
      "top5_value_gap_log": -2.6644,
      "attack_value_gap_log": -3.6947,
      "elite_count_gap": -7,
      "combined_quality_gap": -0.5968,
      "stronger_lambda_boost": 0.95,
      "weaker_lambda_suppression": 0.6,
      "home_bench_lambda_bonus": 0.0747,
      "away_bench_lambda_bonus": 0.1885,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": true,
      "mismatch_score_pressure_gap": -0.5968,
      "mismatch_favorite_lambda_boost": 1.1542,
      "mismatch_underdog_lambda_factor": 0.9503,
      "pre_mismatch_home_lambda": 0.725,
      "pre_mismatch_away_lambda": 2.663,
      "competitive_underdog_floor_applied": false,
      "pre_calibration_home_lambda": 0.7247,
      "pre_calibration_away_lambda": 2.6625,
      "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": 0.689,
      "final_away_lambda": 3.074
    }
  },
  "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": "2026-06-27T13:33:25Z"
}