{
  "match_info": {
    "home_team": "Leeds",
    "away_team": "Brentford",
    "tournament": "Premier League",
    "date": "20260830",
    "timezone": "America/New_York",
    "home_formation": "4-4-2",
    "away_formation": "4-2-3-1"
  },
  "prediction": {
    "most_likely_score": "1-1",
    "home_goals": 1,
    "away_goals": 1,
    "most_likely_score_probability": 0.1183,
    "match_resolution": "draw",
    "predicted_winner": null,
    "tiebreaker": {
      "applies": false,
      "method": "none",
      "regulation_draw_probability": 0.2486,
      "shootout_home_win_probability": null,
      "shootout_away_win_probability": null,
      "penalty_home_goals": null,
      "penalty_away_goals": null,
      "penalty_score": null,
      "penalty_winner": null,
      "penalty_winner_goals": null,
      "penalty_loser_goals": null,
      "penalty_result": null,
      "home_advance_probability": null,
      "away_advance_probability": null,
      "projected_winner": null,
      "projected_winner_probability": null,
      "final_score_after_penalties": null,
      "reason": "Tie-breaker not required for this match context."
    },
    "top_5_scorelines": [
      {
        "score": "1-1",
        "probability": 0.1183
      },
      {
        "score": "0-1",
        "probability": 0.1108
      },
      {
        "score": "1-2",
        "probability": 0.0956
      },
      {
        "score": "0-2",
        "probability": 0.0911
      },
      {
        "score": "1-0",
        "probability": 0.0711
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0695,
      "0-1": 0.1108,
      "0-2": 0.0911,
      "0-3": 0.0495,
      "0-4": 0.0202,
      "0-5": 0.0066,
      "0-6": 0.0018,
      "1-0": 0.0711,
      "1-1": 0.1183,
      "1-2": 0.0956,
      "1-3": 0.052,
      "1-4": 0.0212,
      "1-5": 0.0069,
      "1-6": 0.0019,
      "2-0": 0.0378,
      "2-1": 0.0616,
      "2-2": 0.0502,
      "2-3": 0.0273,
      "2-4": 0.0111,
      "2-5": 0.0036,
      "2-6": 0.001,
      "3-0": 0.0132,
      "3-1": 0.0216,
      "3-2": 0.0176,
      "3-3": 0.0095,
      "3-4": 0.0039,
      "3-5": 0.0013,
      "4-0": 0.0035,
      "4-1": 0.0057,
      "4-2": 0.0046,
      "4-3": 0.0025,
      "4-4": 0.001,
      "5-0": 0.0007,
      "5-1": 0.0012,
      "5-2": 0.001,
      "5-3": 0.0005
    },
    "outcome": {
      "home_win": 0.2435,
      "draw": 0.2486,
      "away_win": 0.5079
    },
    "markets": {
      "over_2_5_goals": 0.5015,
      "under_2_5_goals": 0.4985,
      "btts_yes": 0.5236,
      "btts_no": 0.4764,
      "home_clean_sheet": 0.1959,
      "away_clean_sheet": 0.3499
    },
    "home_ratings": {
      "DR": 82.14,
      "MCR": 83.54,
      "ATR": 82.24,
      "GK": 82.81
    },
    "away_ratings": {
      "DR": 83.32,
      "MCR": 82.93,
      "ATR": 81.98,
      "GK": 86.14
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Leeds vs Brentford. Most likely scoreline: 1-1. Lambdas derived from 4 home and 5 away individual player duels.",
      "key_player": "Projected scorer(s): Dominic Calvert-Lewin, Dango Ouattara",
      "tactical_analysis": "Tactical parity between 4-4-2 and 4-2-3-1. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Ethan Ampadu vs Mamadou Sangare will be the pivotal duel. Total antagonist xG — Home: 0.35, Away: 1.03. Home danger zone: Central Mid vs Defensive Mid — Pressing/Creation Duel. Away danger zone: Right Wing vs Left Back — Flank Battle."
    },
    "confidence": 0.75,
    "home_lambda": 1.05,
    "away_lambda": 1.63
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.2435,
      "draw": 0.2486,
      "away_win": 0.5079
    },
    "favorite": "Brentford",
    "favorite_win_probability": 0.5079,
    "fair_spread": -0.58,
    "fair_total": 2.68,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Leeds",
        "estimate": 1.05,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Brentford",
        "estimate": 1.63,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.5015,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.5236,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Leeds",
        "estimate": 1.0,
        "probability": 0.1959,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Brentford",
        "estimate": 1.0,
        "probability": 0.3499,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Dominic Calvert-Lewin (Leeds)",
        "estimate": 0.3773,
        "probability": 0.4371,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Kevin Schade (Brentford)",
        "estimate": 0.3917,
        "probability": 0.2124,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Harry Wilson (Leeds)",
        "estimate": 0.1821,
        "probability": 0.3614,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Sepp van den Berg (Brentford)",
        "estimate": 0.2786,
        "probability": 0.0851,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "balanced",
      "expected_total_goals": 2.68,
      "expected_total_shots": 23,
      "expected_total_passes": 759,
      "expected_pressing_actions_per_90": 16.8,
      "possession_home_pct": 49.9,
      "possession_away_pct": 50.1,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "Brentford",
      "favorite_win_probability": 0.5079,
      "script": "Brentford is the fair winner side, but the baseline remains narrow: fair spread -0.58 goals and fair total 2.68.",
      "first_half": "Expect balanced tempo while both sides test the matchup thesis; shot baseline is about 12 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Leeds must keep the match inside one goal.",
      "late_game": "A Brentford lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Brentford chance creation leans on Kevin Schade against Gabriel Gudmundsson in Right Wing vs Left Back — Flank Battle; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "Leeds: starters carry the main goal usage through Dominic Calvert-Lewin; bench watchlist: Wilfried Gnonto, Sean Longstaff, Joël Piroe.",
      "Brentford: starters carry the main goal usage through Dango Ouattara; bench watchlist: Antoni Milambo, Fabio Carvalho, Gustavo Nunes.",
      "Assist usage should flow through Harry Wilson, Mamadou Sangare; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Brentford tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects balanced tempo, about 12 total first-half shots, and 1.34 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 Leeds is chasing, transition and set-piece volume become the primary live deviation signal; a draw state keeps set pieces and transition chances live."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Brentford.",
      "Leeds 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": {
    "Leeds": {
      "formation": "4-4-2",
      "players": {
        "James Trafford": {
          "player_id": 980643,
          "position": "G",
          "position_depth": "G",
          "is_starter": true,
          "shirt_number": 1,
          "height": 197,
          "market_value": 27000000,
          "stats": {
            "saves": 3,
            "goals_prevented": 0.4045,
            "rating": 82.8085,
            "minutes": 95,
            "total_pass": 12,
            "accurate_pass": 11,
            "total_long_balls": 1,
            "accurate_long_balls": 0,
            "touches": 17,
            "clearances": 0,
            "ball_recovery": 2,
            "high_claims": 0,
            "punches": 0.0,
            "aerial_won": 0,
            "sweeper_actions": 0,
            "sweeper_accurate": 0,
            "saves_inside_box": 1,
            "possession_lost": 1.0582,
            "duels_won": 0,
            "duels_lost": 0,
            "total_contest": 0,
            "won_contest": 0,
            "fouls": 0,
            "fouls_drawn": 0,
            "total_own_half_passes": 12,
            "accurate_own_half_passes": 11,
            "expected_saves": 2.17,
            "high_pressure_saves": 0.83,
            "shots_faced": 4.7,
            "opponent_faced": "Kevin Schade, Dango Ouattara",
            "matchup_zone": "Goalkeeper shot-stopping context",
            "antagonist_source": "formation_fallback",
            "goals": 0,
            "projected_goals": 0,
            "goal_probability": 0.0,
            "assists": 0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "expected_goals": 0.0,
            "expected_assists": 0.0,
            "fifa_overall": 76.0
          },
          "latest_10_games": [
            {
              "match_type": "played",
              "match_id": 16363238,
              "match_date": "2026-08-22 14:00:00 UTC",
              "league_name": "Premier League",
              "league_id": 17,
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": 96668,
              "season_name": "Premier League 26/27",
              "season_year": "26/27",
              "home_team": "Forest",
              "away_team": "Leeds",
              "home_score_current": 0.0,
              "away_score_current": 1.0,
              "team_side": "away",
              "status_code": 100,
              "status_type": "finished",
              "status_description": "Ended",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Leeds",
              "opponent": "Forest",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_id": 14023961,
              "match_date": "2026-05-24",
              "home_team": "Manchester City",
              "away_team": "Aston Villa",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Manchester City",
              "opponent": "Aston Villa",
              "stats": {
                "minutes": 90,
                "rating": 6.5,
                "assists": 0,
                "expected_assists": 0.0,
                "total_shots": 0,
                "total_pass": 11,
                "accurate_pass": 10,
                "ball_recovery": 2,
                "saves": 3,
                "goals_prevented": 0.6451
              },
              "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"
            }
          ],
          "ranking": {
            "global_player_rank": 16176,
            "combined_rank_score": 929.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 216.0,
            "sofascore_rating": 7.175,
            "sofascore_appearances": 4.0,
            "fifa_rank": 1643.0,
            "fifa_overall": 76.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 6,
            "squad_role": "starter",
            "projected_match_rating": 6.8085,
            "source_file": "data/player_rankings.csv",
            "player_name": "James Trafford",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Yunus Akgün",
                  "ranking": 16171
                },
                {
                  "player_name": "Maximiliano Salas",
                  "ranking": 16172
                },
                {
                  "player_name": "Ali Abdi",
                  "ranking": 16173
                },
                {
                  "player_name": "Javi Puado",
                  "ranking": 16174
                },
                {
                  "player_name": "Bekhruz Jumatov",
                  "ranking": 16175
                }
              ],
              "lower": [
                {
                  "player_name": "Eljif Elmas",
                  "ranking": 16177
                },
                {
                  "player_name": "Jaka Bijol",
                  "ranking": 16178
                },
                {
                  "player_name": "Kevin Schade",
                  "ranking": 16179
                },
                {
                  "player_name": "Christopher Díaz",
                  "ranking": 16180
                },
                {
                  "player_name": "Abel Walatee",
                  "ranking": 16181
                }
              ]
            }
          }
        },
        "Tarik Muharemović": {
          "player_id": 1118177,
          "position": "D",
          "position_depth": "D",
          "is_starter": true,
          "shirt_number": 5,
          "height": 193,
          "market_value": 38000000,
          "stats": {
            "interceptions": 2,
            "tackles": 0,
            "tackles_won": 0,
            "clearances": 12,
            "aerial_won": 2,
            "rating": 77.3956,
            "minutes": 95,
            "total_pass": 62,
            "accurate_pass": 54,
            "duels_won": 6,
            "total_long_balls": 8,
            "accurate_long_balls": 4,
            "total_own_half_passes": 40,
            "accurate_own_half_passes": 39,
            "total_opp_half_passes": 21,
            "accurate_opp_half_passes": 16,
            "crosses_total": 1,
            "crosses_accurate": 0,
            "touches": 81,
            "possession_lost": 7.9235,
            "dispossessed": 1.081,
            "duels_lost": 3,
            "aerial_lost": 2,
            "total_contest": 1,
            "won_contest": 1,
            "ball_recovery": 4,
            "challenges_lost": 1,
            "fouls": 2,
            "fouls_drawn": 1,
            "blocks": 1,
            "goal_rate": 0.0,
            "goals": 0,
            "assists": 0,
            "expected_goals": 0.2641,
            "expected_assists": 0.0216,
            "total_shots": 0,
            "shots_on_target": 1,
            "shots_off_target": 1,
            "big_chances_created": 0,
            "xgot": 0.0,
            "ball_carries": 17,
            "total_progression": 37,
            "progressive_carries": 0,
            "key_pass": 1,
            "tackles_in_zone": 1.1,
            "tackles_won_in_zone": 1.1,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.73,
            "opponent_faced": "Igor Thiago",
            "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",
            "projected_goals": 0,
            "goal_probability": 0.1144,
            "projected_assists": 0,
            "assist_probability": 0.0471,
            "fifa_overall": 70.0
          },
          "latest_10_games": [
            {
              "match_type": "played",
              "match_id": 16363238,
              "match_date": "2026-08-22 14:00:00 UTC",
              "league_name": "Premier League",
              "league_id": 17,
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": 96668,
              "season_name": "Premier League 26/27",
              "season_year": "26/27",
              "home_team": "Forest",
              "away_team": "Leeds",
              "home_score_current": 0.0,
              "away_score_current": 1.0,
              "team_side": "away",
              "status_code": 100,
              "status_type": "finished",
              "status_description": "Ended",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Leeds",
              "opponent": "Forest",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_id": 12812992,
              "match_date": "2026-07-02",
              "home_team": "USA",
              "away_team": "Bosnia & Herzegovina",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Bosnia & Herzegovina",
              "opponent": "USA",
              "stats": {
                "minutes": 90,
                "rating": 6.6,
                "assists": 0,
                "expected_assists": 0.0123,
                "total_shots": 0,
                "total_pass": 82,
                "accurate_pass": 72,
                "interceptions": 3,
                "clearances": 11,
                "aerial_won": 3,
                "duels_won": 4,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "World Championship",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 15186806,
              "match_date": "2026-06-18",
              "home_team": "Switzerland",
              "away_team": "Bosnia & Herzegovina",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Bosnia & Herzegovina",
              "opponent": "Switzerland",
              "stats": {
                "minutes": 80,
                "rating": 6.2,
                "assists": 0,
                "expected_assists": 0.0014,
                "total_shots": 0,
                "total_pass": 43,
                "accurate_pass": 36,
                "interceptions": 3,
                "clearances": 11,
                "aerial_won": 3,
                "duels_won": 3,
                "ball_recovery": 3
              },
              "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": 15186836,
              "match_date": "2026-06-12",
              "home_team": "Canada",
              "away_team": "Bosnia & Herzegovina",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Bosnia & Herzegovina",
              "opponent": "Canada",
              "stats": {
                "minutes": 90,
                "rating": 7.8,
                "assists": 0,
                "expected_goals": 0.1804,
                "expected_assists": 0.0027,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 31,
                "accurate_pass": 24,
                "tackles": 1,
                "tackles_won": 1,
                "interceptions": 2,
                "clearances": 21,
                "aerial_won": 6,
                "duels_won": 9,
                "ball_recovery": 6
              },
              "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": 13980078,
              "match_date": "2026-05-17",
              "home_team": "Sassuolo",
              "away_team": "Lecce",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Sassuolo",
              "opponent": "Lecce",
              "stats": {
                "minutes": 90,
                "rating": 6.2,
                "assists": 0,
                "expected_assists": 0.0258,
                "total_shots": 0,
                "total_pass": 92,
                "accurate_pass": 84,
                "clearances": 9,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "Serie A",
              "league_id": "23",
              "league_slug": "serie-a",
              "league_country": "Italy",
              "season_id": "76457",
              "season_name": "Serie A 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 13980073,
              "match_date": "2026-05-08",
              "home_team": "Torino",
              "away_team": "Sassuolo",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Sassuolo",
              "opponent": "Torino",
              "stats": {
                "minutes": 90,
                "rating": 6.5,
                "assists": 0,
                "expected_goals": 0.2124,
                "expected_assists": 0.0349,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 64,
                "accurate_pass": 58,
                "interceptions": 3,
                "clearances": 4,
                "ball_recovery": 5
              },
              "has_player_stats": true,
              "league_name": "Serie A",
              "league_id": "23",
              "league_slug": "serie-a",
              "league_country": "Italy",
              "season_id": "76457",
              "season_name": "Serie A 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 13233693,
              "match_date": "2025-11-18",
              "home_team": "Austria",
              "away_team": "Bosnia & Herzegovina",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Bosnia & Herzegovina",
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                  "player_name": "Leonardo Bittencourt",
                  "ranking": 18007
                },
                {
                  "player_name": "Vitaliy Buyalskyi",
                  "ranking": 18008
                },
                {
                  "player_name": "Matias Galarza",
                  "ranking": 18009
                },
                {
                  "player_name": "Himad Abdelli",
                  "ranking": 18010
                }
              ],
              "lower": [
                {
                  "player_name": "Dereck Kutesa",
                  "ranking": 18012
                },
                {
                  "player_name": "Fayçal Fajr",
                  "ranking": 18013
                },
                {
                  "player_name": "Amar Dedić",
                  "ranking": 18014
                },
                {
                  "player_name": "Jonathan Rodríguez",
                  "ranking": 18015
                },
                {
                  "player_name": "Tiago Esgaio",
                  "ranking": 18016
                }
              ]
            }
          }
        },
        "Fabio Carvalho": {
          "player_id": 991604,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 14,
          "height": 170,
          "market_value": 9700000,
          "stats": {
            "expected_goals": 0.0472,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 0,
            "total_shots": 1,
            "rating": 80.8386,
            "minutes": 26,
            "expected_assists": 0.0143,
            "duels_won": 1,
            "aerial_won": 0,
            "key_pass": 0,
            "bench_appearance_probability": 0.573,
            "bench_expected_minutes": 25.61,
            "projected_substitution_order": 1,
            "substitution_rule_cap": 5,
            "projected_team_substitution_count": 3,
            "projected_substitution_expected_count": 2.551,
            "projected_substitution_game_state_adjustment": 0,
            "substitution_usage": "projected_used_substitute",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "assists": 0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 74.0
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": 18185,
            "combined_rank_score": 1840.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 832.0,
            "sofascore_rating": 6.66,
            "sofascore_appearances": 6.0,
            "fifa_rank": 2849.0,
            "fifa_overall": 74.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 16,
            "squad_role": "substitute",
            "projected_match_rating": 6.8386,
            "source_file": "data/player_rankings.csv",
            "player_name": "Fabio Carvalho",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Sinaly Diomandé",
                  "ranking": 18180
                },
                {
                  "player_name": "Brandon Vázquez",
                  "ranking": 18181
                },
                {
                  "player_name": "Kike Barja",
                  "ranking": 18182
                },
                {
                  "player_name": "Pizzi",
                  "ranking": 18183
                },
                {
                  "player_name": "Haris Tabaković",
                  "ranking": 18184
                }
              ],
              "lower": [
                {
                  "player_name": "Koki Machida",
                  "ranking": 18186
                },
                {
                  "player_name": "Brajan Gruda",
                  "ranking": 18187
                },
                {
                  "player_name": "Danny Namaso",
                  "ranking": 18188
                },
                {
                  "player_name": "Taras Stepanenko",
                  "ranking": 18189
                },
                {
                  "player_name": "Nicolas Cozza",
                  "ranking": 18190
                }
              ]
            }
          }
        },
        "Gustavo Nunes": {
          "player_id": 1514747,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 39,
          "height": 173,
          "market_value": 8199999,
          "stats": {
            "expected_goals": 0.0469,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 0,
            "total_shots": 1,
            "rating": 71.8022,
            "minutes": 26,
            "expected_assists": 0.0142,
            "duels_won": 1,
            "aerial_won": 0,
            "key_pass": 0,
            "bench_appearance_probability": 0.57,
            "bench_expected_minutes": 25.54,
            "projected_substitution_order": 2,
            "substitution_rule_cap": 5,
            "projected_team_substitution_count": 3,
            "projected_substitution_expected_count": 2.551,
            "projected_substitution_game_state_adjustment": 0,
            "substitution_usage": "projected_used_substitute",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "assists": 0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 65.0
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": 27543,
            "combined_rank_score": 10909.0,
            "ranking_source": "fifa_csv",
            "ranking_status": "missing_sofascore_player_rating",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 10909.0,
            "fifa_overall": 65.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 17,
            "squad_role": "substitute",
            "projected_match_rating": 6.8022,
            "source_file": "data/player_rankings.csv",
            "player_name": "Gustavo Nunes",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Cedric Harenbrock",
                  "ranking": 27538
                },
                {
                  "player_name": "Malcolm Jeng",
                  "ranking": 27539
                },
                {
                  "player_name": "Rafał Mamla",
                  "ranking": 27540
                },
                {
                  "player_name": "Lucas Maronnier",
                  "ranking": 27541
                },
                {
                  "player_name": "Gabriel Maioli",
                  "ranking": 27542
                }
              ],
              "lower": [
                {
                  "player_name": "Farid Alfa-Ruprecht",
                  "ranking": 27544
                },
                {
                  "player_name": "David Mitov Nilsson",
                  "ranking": 27545
                },
                {
                  "player_name": "Tom Trybull",
                  "ranking": 27546
                },
                {
                  "player_name": "Damian Węglarz",
                  "ranking": 27547
                },
                {
                  "player_name": "Kyle Wootton",
                  "ranking": 27548
                }
              ]
            }
          }
        }
      },
      "substitutes": {
        "Fabio Carvalho": {
          "player_id": 991604,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 14,
          "height": 170,
          "market_value": 9700000,
          "stats": {
            "expected_goals": 0.0472,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 0,
            "total_shots": 1,
            "rating": 80.8386,
            "minutes": 26,
            "expected_assists": 0.0143,
            "duels_won": 1,
            "aerial_won": 0,
            "key_pass": 0,
            "bench_appearance_probability": 0.573,
            "bench_expected_minutes": 25.61,
            "projected_substitution_order": 1,
            "substitution_rule_cap": 5,
            "projected_team_substitution_count": 3,
            "projected_substitution_expected_count": 2.551,
            "projected_substitution_game_state_adjustment": 0,
            "substitution_usage": "projected_used_substitute",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "assists": 0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 74.0
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": 18185,
            "combined_rank_score": 1840.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 832.0,
            "sofascore_rating": 6.66,
            "sofascore_appearances": 6.0,
            "fifa_rank": 2849.0,
            "fifa_overall": 74.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 16,
            "squad_role": "substitute",
            "projected_match_rating": 6.8386,
            "source_file": "data/player_rankings.csv",
            "player_name": "Fabio Carvalho",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Sinaly Diomandé",
                  "ranking": 18180
                },
                {
                  "player_name": "Brandon Vázquez",
                  "ranking": 18181
                },
                {
                  "player_name": "Kike Barja",
                  "ranking": 18182
                },
                {
                  "player_name": "Pizzi",
                  "ranking": 18183
                },
                {
                  "player_name": "Haris Tabaković",
                  "ranking": 18184
                }
              ],
              "lower": [
                {
                  "player_name": "Koki Machida",
                  "ranking": 18186
                },
                {
                  "player_name": "Brajan Gruda",
                  "ranking": 18187
                },
                {
                  "player_name": "Danny Namaso",
                  "ranking": 18188
                },
                {
                  "player_name": "Taras Stepanenko",
                  "ranking": 18189
                },
                {
                  "player_name": "Nicolas Cozza",
                  "ranking": 18190
                }
              ]
            }
          }
        },
        "Gustavo Nunes": {
          "player_id": 1514747,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 39,
          "height": 173,
          "market_value": 8199999,
          "stats": {
            "expected_goals": 0.0469,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 0,
            "total_shots": 1,
            "rating": 71.8022,
            "minutes": 26,
            "expected_assists": 0.0142,
            "duels_won": 1,
            "aerial_won": 0,
            "key_pass": 0,
            "bench_appearance_probability": 0.57,
            "bench_expected_minutes": 25.54,
            "projected_substitution_order": 2,
            "substitution_rule_cap": 5,
            "projected_team_substitution_count": 3,
            "projected_substitution_expected_count": 2.551,
            "projected_substitution_game_state_adjustment": 0,
            "substitution_usage": "projected_used_substitute",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "assists": 0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 65.0
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": 27543,
            "combined_rank_score": 10909.0,
            "ranking_source": "fifa_csv",
            "ranking_status": "missing_sofascore_player_rating",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 10909.0,
            "fifa_overall": 65.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 17,
            "squad_role": "substitute",
            "projected_match_rating": 6.8022,
            "source_file": "data/player_rankings.csv",
            "player_name": "Gustavo Nunes",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Cedric Harenbrock",
                  "ranking": 27538
                },
                {
                  "player_name": "Malcolm Jeng",
                  "ranking": 27539
                },
                {
                  "player_name": "Rafał Mamla",
                  "ranking": 27540
                },
                {
                  "player_name": "Lucas Maronnier",
                  "ranking": 27541
                },
                {
                  "player_name": "Gabriel Maioli",
                  "ranking": 27542
                }
              ],
              "lower": [
                {
                  "player_name": "Farid Alfa-Ruprecht",
                  "ranking": 27544
                },
                {
                  "player_name": "David Mitov Nilsson",
                  "ranking": 27545
                },
                {
                  "player_name": "Tom Trybull",
                  "ranking": 27546
                },
                {
                  "player_name": "Damian Węglarz",
                  "ranking": 27547
                },
                {
                  "player_name": "Kyle Wootton",
                  "ranking": 27548
                }
              ]
            }
          }
        },
        "Antoni Milambo": {
          "player_id": 1126692,
          "position": "M",
          "position_depth": "M_BENCH",
          "is_starter": false,
          "shirt_number": 17,
          "height": 179,
          "market_value": 21000000,
          "stats": {
            "key_pass": 0,
            "expected_assists": 0.0264,
            "assists": 0,
            "expected_goals": 0.0145,
            "rating": 80.0872,
            "minutes": 23,
            "total_pass": 11,
            "accurate_pass": 9,
            "ball_recovery": 1,
            "duels_won": 1,
            "total_shots": 0,
            "bench_appearance_probability": 0.535,
            "bench_expected_minutes": 22.78,
            "projected_substitution_order": 3,
            "substitution_rule_cap": 5,
            "projected_team_substitution_count": 3,
            "projected_substitution_expected_count": 2.551,
            "projected_substitution_game_state_adjustment": 0,
            "substitution_usage": "projected_used_substitute",
            "goals": 0,
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 73.0
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": 18328,
            "combined_rank_score": 1945.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 773.0,
            "sofascore_rating": 6.7,
            "sofascore_appearances": 1.0,
            "fifa_rank": 3117.0,
            "fifa_overall": 73.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 13,
            "squad_role": "substitute",
            "projected_match_rating": 7.0872,
            "source_file": "data/player_rankings.csv",
            "player_name": "Antoni Milambo",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Cebrail Makreckis",
                  "ranking": 18323
                },
                {
                  "player_name": "Danilo",
                  "ranking": 18324
                },
                {
                  "player_name": "Gonzalo Abrego",
                  "ranking": 18325
                },
                {
                  "player_name": "Marcelo Saracchi",
                  "ranking": 18326
                },
                {
                  "player_name": "Lee Dong Kyeong",
                  "ranking": 18327
                }
              ],
              "lower": [
                {
                  "player_name": "Alhassan Yusuf",
                  "ranking": 18329
                },
                {
                  "player_name": "Sascha Horvath",
                  "ranking": 18330
                },
                {
                  "player_name": "Antoine Bernede",
                  "ranking": 18331
                },
                {
                  "player_name": "Gaius Makouta",
                  "ranking": 18332
                },
                {
                  "player_name": "Fisnik Asllani",
                  "ranking": 18333
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 1,
        "expected_goals": 1.63,
        "expected_assists": 0.9,
        "total_shots": 12,
        "shots_on_target": 9,
        "total_passes": 402,
        "interceptions": 8,
        "tackles": 21,
        "avg_rating": 83.28,
        "possession_estimated_pct": 50.1,
        "pressing_actions_per_90": 8.2
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Noah Okafor",
        "attacker_role": "ST",
        "attacker_market_value": 27000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.694,
        "defenders": [
          "Sepp van den Berg",
          "Nathan Collins"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.724,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0542,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.8,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.7,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Sepp van den Berg",
            "role": "CB",
            "market_value": 33000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Nathan Collins",
            "role": "CB",
            "market_value": 29000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Noah Okafor (ST) is heavily outmatched defensively against Sepp van den Berg and Nathan Collins in a 2-defender block. Duel win probability: 18%.  Projected xG contribution: 0.054 — with very limited chance creation expected."
      },
      {
        "attacker": "Harry Wilson",
        "attacker_role": "LM",
        "attacker_market_value": 27000000,
        "attacker_height": 173,
        "attacker_skill_quality": 0.694,
        "defenders": [
          "Michael Kayode"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.775,
        "duel_zone": "Left Mid vs Right Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.399,
        "xg_contribution": 0.0581,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Michael Kayode",
            "role": "RB",
            "market_value": 39000000,
            "tackles_attempted": 2.2,
            "tackles_won": 2.0,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.601
          }
        ],
        "duel_analysis": "Harry Wilson (LM) faces tough defensive resistance against Michael Kayode in a direct 1v1 contest. Duel win probability: 40%.  Projected xG contribution: 0.058 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Brenden Aaronson",
        "attacker_role": "RM",
        "attacker_market_value": 23000000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.66,
        "defenders": [
          "Kristoffer Ajer"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.669,
        "duel_zone": "Right Mid vs Left Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.396,
        "xg_contribution": 0.0938,
        "shots_in_zone": 1.4,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.0,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Kristoffer Ajer",
            "role": "LB",
            "market_value": 24000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.9,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.604
          }
        ],
        "duel_analysis": "Brenden Aaronson (RM) faces tough defensive resistance against Kristoffer Ajer in a direct 1v1 contest. Duel win probability: 40%.  Projected xG contribution: 0.094 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Ethan Ampadu",
        "attacker_role": "CM",
        "attacker_market_value": 28000000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.702,
        "defenders": [
          "Yehor Yarmoliuk"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.718,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.451,
        "xg_contribution": 0.1463,
        "shots_in_zone": 1.7,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.2,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Yehor Yarmoliuk",
            "role": "CDM",
            "market_value": 30000000,
            "tackles_attempted": 2.2,
            "tackles_won": 1.8,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.549
          }
        ],
        "duel_analysis": "Ethan Ampadu (CM) is evenly matched against Yehor Yarmoliuk in a direct 1v1 contest. Duel win probability: 45%.  Projected xG contribution: 0.146 — with neither side clearly dominant."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Dango Ouattara",
        "attacker_role": "LW",
        "attacker_market_value": 36000000,
        "attacker_height": 177,
        "attacker_skill_quality": 0.758,
        "defenders": [
          "Jaka Bijol"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.616,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.484,
        "xg_contribution": 0.3077,
        "shots_in_zone": 1.9,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.7,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.4,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jaka Bijol",
            "role": "RB",
            "market_value": 18500000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.7,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.516
          }
        ],
        "duel_analysis": "Dango Ouattara (LW) is evenly matched against Jaka Bijol in a direct 1v1 contest. Duel win probability: 48%. The quality gap is significant (€36M vs €18M avg). Projected xG contribution: 0.308 — with neither side clearly dominant."
      },
      {
        "attacker": "Kevin Schade",
        "attacker_role": "RW",
        "attacker_market_value": 36000000,
        "attacker_height": 183,
        "attacker_skill_quality": 0.758,
        "defenders": [
          "Gabriel Gudmundsson"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.541,
        "xg_contribution": 0.4183,
        "shots_in_zone": 2.1,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.9,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.4,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Gabriel Gudmundsson",
            "role": "LB",
            "market_value": 21000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.6,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.459
          }
        ],
        "duel_analysis": "Kevin Schade (RW) is slightly favored against Gabriel Gudmundsson in a direct 1v1 contest. Duel win probability: 54%.  Projected xG contribution: 0.418 — creating consistent moderate threat."
      },
      {
        "attacker": "Mamadou Sangare",
        "attacker_role": "CAM",
        "attacker_market_value": 39000000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.775,
        "defenders": [
          "Ethan Ampadu"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.702,
        "duel_zone": "CAM vs CM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.449,
        "xg_contribution": 0.0885,
        "shots_in_zone": 2.3,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.2,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Ethan Ampadu",
            "role": "CM",
            "market_value": 28000000,
            "tackles_attempted": 2.2,
            "tackles_won": 1.8,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.551
          }
        ],
        "duel_analysis": "Mamadou Sangare (CAM) is evenly matched against Ethan Ampadu in a direct 1v1 contest. Duel win probability: 45%.  Projected xG contribution: 0.089 — with neither side clearly dominant."
      },
      {
        "attacker": "Igor Thiago",
        "attacker_role": "ST",
        "attacker_market_value": 68000000,
        "attacker_height": 191,
        "attacker_skill_quality": 0.868,
        "defenders": [
          "Tarik Muharemović",
          "Joe Rodon"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.694,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.27,
        "xg_contribution": 0.1505,
        "shots_in_zone": 2.4,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 3,
        "aerial_won": 2.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.7,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Tarik Muharemović",
            "role": "CB",
            "market_value": 38000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.1,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.73
          },
          {
            "player": "Joe Rodon",
            "role": "CB",
            "market_value": 18800000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.73
          }
        ],
        "duel_analysis": "Igor Thiago (ST) is heavily outmatched defensively against Tarik Muharemović and Joe Rodon in a 2-defender block. Duel win probability: 27%. The quality gap is significant (€68M vs €28M avg). Projected xG contribution: 0.151 — with very limited chance creation expected."
      },
      {
        "attacker": "Yehor Yarmoliuk",
        "attacker_role": "CDM",
        "attacker_market_value": 30000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.718,
        "defenders": [
          "Ethan Ampadu"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.702,
        "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.399,
        "xg_contribution": 0.0688,
        "shots_in_zone": 1.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.7,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Ethan Ampadu",
            "role": "CM",
            "market_value": 28000000,
            "tackles_attempted": 2.2,
            "tackles_won": 1.9,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.601
          }
        ],
        "duel_analysis": "Yehor Yarmoliuk (CDM) faces tough defensive resistance against Ethan Ampadu in a direct 1v1 contest. Duel win probability: 40%.  Projected xG contribution: 0.069 — and is restricted in space and time on the ball."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.712,
      "away_midfield_power": 0.794,
      "home_creative_power": 0.778,
      "away_creative_power": 0.749,
      "home_defensive_power": 0.803,
      "away_defensive_power": 0.705,
      "home_dominance_ratio": 0.473,
      "home_midfield_count": 4,
      "away_midfield_count": 5,
      "home_midfield_players": [
        "Ethan Ampadu",
        "Harry Wilson",
        "Anton Stach",
        "Brenden Aaronson"
      ],
      "away_midfield_players": [
        "Mamadou Sangare",
        "Dango Ouattara",
        "Kevin Schade",
        "Yehor Yarmoliuk",
        "Mikkel Damsgaard"
      ],
      "possession_advantage": "neutral",
      "estimated_possession_home_pct": 49.9,
      "estimated_possession_away_pct": 50.1,
      "home_pressing_actions_per_90": 8.6,
      "away_pressing_actions_per_90": 8.2,
      "home_key_passes_projected": 6.2,
      "away_key_passes_projected": 6.0,
      "home_throughball_threat": 2.9,
      "away_throughball_threat": 2.8,
      "key_personal_duel": "Ethan Ampadu vs Mamadou Sangare",
      "midfield_lambda_factor_home": 0.998,
      "midfield_lambda_factor_away": 1.004
    },
    "formation_analysis": {
      "home_formation": "4-4-2",
      "away_formation": "4-2-3-1",
      "home_tactical_bonus": -0.04,
      "away_tactical_bonus": 0.07,
      "formation_verdict": "Tactical parity between 4-4-2 and 4-2-3-1. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 1.05,
    "away_lambda": 1.63,
    "home_top_threat_zones": [
      "Central Mid vs Defensive Mid — Pressing/Creation Duel",
      "Right Mid vs Left Back — Wide Channel"
    ],
    "away_top_threat_zones": [
      "Right Wing vs Left Back — Flank Battle",
      "Left Wing vs Right Back — Flank Battle"
    ],
    "home_player_antagonists": {
      "Noah Okafor": {
        "opponents": [
          "Sepp van den Berg",
          "Nathan Collins"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Harry Wilson": {
        "opponents": [
          "Michael Kayode",
          "Mikkel Damsgaard"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Brenden Aaronson": {
        "opponents": [
          "Kristoffer Ajer",
          "Dango Ouattara"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Ethan Ampadu": {
        "opponents": [
          "Yehor Yarmoliuk",
          "Mamadou Sangare",
          "Kevin Schade"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Jaka Bijol": {
        "opponents": [
          "Dango Ouattara"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Gabriel Gudmundsson": {
        "opponents": [
          "Kevin Schade"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Tarik Muharemović": {
        "opponents": [
          "Igor Thiago"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Joe Rodon": {
        "opponents": [
          "Igor Thiago"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Anton Stach": {
        "opponents": [
          "Yehor Yarmoliuk"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "James Trafford": {
        "opponents": [
          "Igor Thiago",
          "Mamadou Sangare"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Dominic Calvert-Lewin": {
        "opponents": [
          "Michael Kayode",
          "Sepp van den Berg"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Sepp van den Berg": {
        "opponents": [
          "Noah Okafor"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Nathan Collins": {
        "opponents": [
          "Noah Okafor"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Michael Kayode": {
        "opponents": [
          "Harry Wilson"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Kristoffer Ajer": {
        "opponents": [
          "Brenden Aaronson"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Yehor Yarmoliuk": {
        "opponents": [
          "Ethan Ampadu",
          "Anton Stach"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Dango Ouattara": {
        "opponents": [
          "Jaka Bijol",
          "Brenden Aaronson"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Kevin Schade": {
        "opponents": [
          "Gabriel Gudmundsson",
          "Ethan Ampadu"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Mamadou Sangare": {
        "opponents": [
          "Ethan Ampadu"
        ],
        "primary_zone": "CAM vs CM",
        "source": "attacking_duel, midfield_pairing"
      },
      "Igor Thiago": {
        "opponents": [
          "Tarik Muharemović",
          "Joe Rodon"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Mikkel Damsgaard": {
        "opponents": [
          "Harry Wilson"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Caoimhin Kelleher": {
        "opponents": [
          "Dominic Calvert-Lewin",
          "Noah Okafor"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Midfield is evenly contested — Ethan Ampadu vs Mamadou Sangare will be the pivotal duel. Total antagonist xG — Home: 0.35, Away: 1.03. Home danger zone: Central Mid vs Defensive Mid — Pressing/Creation Duel. Away danger zone: Right Wing vs Left Back — Flank Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 0.9123,
      "away_gk_opposition_factor": 0.9054,
      "home_set_piece_bonus": 0.18,
      "away_set_piece_bonus": 0.18,
      "home_defensive_solidity_vs": 0.8976,
      "away_defensive_solidity_vs": 0.9282,
      "home_midfield_factor": 0.998,
      "away_midfield_factor": 1.004,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.6758,
      "away_avg_quality": 0.748,
      "avg_quality_gap": -0.0721,
      "squad_value_gap_log": -0.3521,
      "top5_value_gap_log": -0.3731,
      "attack_value_gap_log": -0.4014,
      "elite_count_gap": -1,
      "combined_quality_gap": -0.1306,
      "stronger_lambda_boost": 0.2874,
      "weaker_lambda_suppression": 0.1829,
      "home_bench_lambda_bonus": 0.0231,
      "away_bench_lambda_bonus": 0.0759,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": false,
      "competitive_underdog_floor_applied": true,
      "competitive_underdog_floor": 1.05,
      "pre_competitive_floor_home_lambda": 0.697,
      "pre_competitive_floor_away_lambda": 1.63,
      "pre_calibration_home_lambda": 0.6971,
      "pre_calibration_away_lambda": 1.6299,
      "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": false,
      "final_home_lambda": 1.05,
      "final_away_lambda": 1.63
    }
  },
  "home_standing": {
    "available": true,
    "team_position": 13,
    "opponent_position": 4,
    "standing_lambda_multiplier": 1.0,
    "attack_index": 1.0,
    "defense_concede_index": 1.0,
    "form_multiplier": 1.0,
    "team_attack_rate_contextual": 0.0,
    "opp_defense_rate_contextual": 0.0,
    "team_ppg": 0.0,
    "opponent_ppg": 0.0
  },
  "away_standing": {
    "available": true,
    "team_position": 4,
    "opponent_position": 13,
    "standing_lambda_multiplier": 1.0,
    "attack_index": 1.0,
    "defense_concede_index": 1.0,
    "form_multiplier": 1.0,
    "team_attack_rate_contextual": 0.0,
    "opp_defense_rate_contextual": 0.0,
    "team_ppg": 0.0,
    "opponent_ppg": 0.0
  },
  "timestamp": "2026-08-30T13:30:36Z"
}