{
  "match_info": {
    "home_team": "Man Utd",
    "away_team": "Ipswich",
    "tournament": "Premier League",
    "date": "20260830",
    "timezone": "America/New_York",
    "home_formation": "3-4-2-1",
    "away_formation": "3-5-2"
  },
  "prediction": {
    "most_likely_score": "4-0",
    "home_goals": 4,
    "away_goals": 0,
    "most_likely_score_probability": 0.0916,
    "match_resolution": "regulation",
    "predicted_winner": "Man Utd",
    "tiebreaker": {
      "applies": false,
      "method": "none",
      "regulation_draw_probability": 0.0362,
      "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": "4-0",
        "probability": 0.0916
      },
      {
        "score": "5-0",
        "probability": 0.088
      },
      {
        "score": "3-0",
        "probability": 0.0763
      },
      {
        "score": "6-0",
        "probability": 0.0704
      },
      {
        "score": "4-1",
        "probability": 0.0652
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0042,
      "0-1": 0.0029,
      "0-2": 0.001,
      "1-0": 0.0199,
      "1-1": 0.0142,
      "1-2": 0.005,
      "1-3": 0.0012,
      "2-0": 0.0477,
      "2-1": 0.034,
      "2-2": 0.0121,
      "2-3": 0.0029,
      "2-4": 0.0005,
      "3-0": 0.0763,
      "3-1": 0.0544,
      "3-2": 0.0194,
      "3-3": 0.0046,
      "3-4": 0.0008,
      "4-0": 0.0916,
      "4-1": 0.0652,
      "4-2": 0.0232,
      "4-3": 0.0055,
      "4-4": 0.001,
      "5-0": 0.088,
      "5-1": 0.0626,
      "5-2": 0.0223,
      "5-3": 0.0053,
      "5-4": 0.0009,
      "6-0": 0.0704,
      "6-1": 0.0501,
      "6-2": 0.0178,
      "6-3": 0.0042,
      "6-4": 0.0008,
      "7-0": 0.0482,
      "7-1": 0.0344,
      "7-2": 0.0122,
      "7-3": 0.0029,
      "7-4": 0.0005,
      "8-0": 0.0289,
      "8-1": 0.0206,
      "8-2": 0.0073,
      "8-3": 0.0017,
      "9-0": 0.0154,
      "9-1": 0.011,
      "9-2": 0.0039,
      "9-3": 0.0009
    },
    "outcome": {
      "home_win": 0.9485,
      "draw": 0.0362,
      "away_win": 0.0153
    },
    "markets": {
      "over_2_5_goals": 0.9101,
      "under_2_5_goals": 0.0899,
      "btts_yes": 0.5051,
      "btts_no": 0.4949,
      "home_clean_sheet": 0.4907,
      "away_clean_sheet": 0.0084
    },
    "home_ratings": {
      "DR": 88.06,
      "MCR": 87.8,
      "ATR": 90.37,
      "GK": 85.41
    },
    "away_ratings": {
      "DR": 81.9,
      "MCR": 67.09,
      "ATR": 82.54,
      "GK": 79.81
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Man Utd vs Ipswich. Most likely scoreline: 4-0. Lambdas derived from 7 home and 6 away individual player duels.",
      "key_player": "Projected scorer(s): Matheus Cunha, Bryan Mbeumo (3)",
      "tactical_analysis": "Tactical parity between 3-4-2-1 and 3-5-2. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Kobbie Mainoo vs Julio Enciso will be the pivotal duel. Total antagonist xG — Home: 1.98, Away: 0.41. Home danger zone: Shadow Striker vs Centre Back — Half-Space Threat. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle."
    },
    "confidence": 0.95,
    "home_lambda": 4.8,
    "away_lambda": 0.712
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.9485,
      "draw": 0.0362,
      "away_win": 0.0153
    },
    "favorite": "Man Utd",
    "favorite_win_probability": 0.9485,
    "fair_spread": 4.088,
    "fair_total": 5.512,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Man Utd",
        "estimate": 4.8,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Ipswich",
        "estimate": 0.712,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.9101,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.5051,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Man Utd",
        "estimate": 1.0,
        "probability": 0.4907,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Ipswich",
        "estimate": 1.0,
        "probability": 0.0084,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Bryan Mbeumo (Man Utd)",
        "estimate": 3.07,
        "probability": 0.9426,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Julio Enciso (Ipswich)",
        "estimate": 0.1623,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Amad Diallo (Man Utd)",
        "estimate": 0.2973,
        "probability": 0.2639,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Abdul Fatawu Issahaku (Ipswich)",
        "estimate": 0.1042,
        "probability": 0.0,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "high",
      "expected_total_goals": 5.512,
      "expected_total_shots": 31,
      "expected_total_passes": 762,
      "expected_pressing_actions_per_90": 16.7,
      "possession_home_pct": 52.6,
      "possession_away_pct": 47.4,
      "notes": "Man Utd projects to control midfield possession"
    },
    "expected_game_script": {
      "favorite": "Man Utd",
      "favorite_win_probability": 0.9485,
      "script": "Man Utd is the fair winner side, but the baseline remains favorite-led: fair spread +4.09 goals and fair total 5.51.",
      "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 16 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Ipswich must keep the match inside one goal.",
      "late_game": "A Man Utd lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Man Utd chance creation leans on Bryan Mbeumo against Leif Davis in Shadow Striker vs Centre Back — Half-Space Threat; Man Utd projects to control midfield possession.",
    "expected_rotation_usage_behavior": [
      "Man Utd: starters carry the main goal usage through Matheus Cunha, Bryan Mbeumo (3); bench watchlist: Marcus Rashford, Mason Mount.",
      "Ipswich: starters carry the main goal usage through the highest xG attackers; bench watchlist: Florentino Luís, Emersonn, Chuba Akpom.",
      "Assist usage should flow through Youri Tielemans; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Man Utd tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects high tempo, about 16 total first-half shots, and 2.76 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 Ipswich 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 Man Utd.",
      "Ipswich 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": {
    "Man Utd": {
      "formation": "3-4-2-1",
      "players": {
        "Senne Lammens": {
          "player_id": 964753,
          "position": "G",
          "position_depth": "G",
          "is_starter": true,
          "shirt_number": 1,
          "height": 193,
          "market_value": 38000000,
          "stats": {
            "saves": 2,
            "goals_prevented": 0.3795,
            "rating": 85.4139,
            "minutes": 82,
            "total_pass": 23,
            "accurate_pass": 14,
            "total_long_balls": 14,
            "accurate_long_balls": 6,
            "touches": 29,
            "clearances": 1,
            "ball_recovery": 6,
            "high_claims": 2,
            "punches": 0.0,
            "aerial_won": 0,
            "sweeper_actions": 1,
            "sweeper_accurate": 1,
            "saves_inside_box": 3,
            "possession_lost": 8.8639,
            "duels_won": 1,
            "duels_lost": 0,
            "total_contest": 0,
            "won_contest": 0,
            "fouls": 0,
            "fouls_drawn": 1,
            "total_own_half_passes": 14,
            "accurate_own_half_passes": 12,
            "expected_saves": 0.86,
            "high_pressure_saves": 0.33,
            "shots_faced": 1.8,
            "opponent_faced": "Daizen Maeda, Anis Mehmeti",
            "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": 78.0
          },
          "latest_10_games": [
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              "match_type": "played",
              "match_id": 16363634,
              "match_date": "2026-08-22 11:30:00 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": "Hull",
              "away_team": "Man Utd",
              "home_score_current": 2.0,
              "away_score_current": 0.0,
              "team_side": "away",
              "status_code": 100,
              "status_type": "finished",
              "status_description": "Ended",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Man Utd",
              "opponent": "Hull",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_id": 12812994,
              "match_date": "2026-07-10",
              "home_team": "Spain",
              "away_team": "Belgium",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Belgium",
              "opponent": "Spain",
              "stats": {
                "minutes": 19,
                "rating": 6.1,
                "assists": 0,
                "expected_assists": 0.0004,
                "total_shots": 0,
                "total_pass": 13,
                "accurate_pass": 7,
                "ball_recovery": 2,
                "saves": 2,
                "goals_prevented": 0.1124
              },
              "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": 14023959,
              "match_date": "2026-05-24",
              "home_team": "Brighton & Hove Albion",
              "away_team": "Manchester United",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Manchester United",
              "opponent": "Brighton & Hove Albion",
              "stats": {
                "minutes": 90,
                "rating": 6.9,
                "assists": 0,
                "expected_assists": 0.0017,
                "total_shots": 0,
                "total_pass": 29,
                "accurate_pass": 13,
                "ball_recovery": 5,
                "saves": 2,
                "goals_prevented": 0.3018
              },
              "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": 14023956,
              "match_date": "2026-05-17",
              "home_team": "Manchester United",
              "away_team": "Nottingham Forest",
              "team_side": "home",
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              "team": "Manchester United",
              "opponent": "Nottingham Forest",
              "stats": {
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                "rating": 7.3,
                "assists": 0,
                "expected_assists": 0.0008,
                "total_shots": 0,
                "total_pass": 22,
                "accurate_pass": 18,
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                "ball_recovery": 9,
                "saves": 2,
                "goals_prevented": -0.089
              },
              "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"
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              "match_date": "2026-05-09",
              "home_team": "Sunderland",
              "away_team": "Manchester United",
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              "team": "Manchester United",
              "opponent": "Sunderland",
              "stats": {
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                "rating": 9.3,
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                "expected_assists": 0.0004,
                "total_shots": 0,
                "total_pass": 33,
                "accurate_pass": 19,
                "duels_won": 1,
                "ball_recovery": 6,
                "saves": 4,
                "goals_prevented": 1.814
              },
              "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"
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            {
              "match_id": 13233695,
              "match_date": "2025-11-18",
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              "away_team": "Liechtenstein",
              "team_side": "home",
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              "team": "Belgium",
              "opponent": "Liechtenstein",
              "stats": {
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                "rating": 6.9,
                "assists": 0,
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                "total_pass": 9,
                "accurate_pass": 8,
                "ball_recovery": 5,
                "saves": 1
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. UEFA",
              "league_id": "11",
              "league_slug": "world-championship-qual-uefa",
              "league_country": "Europe",
              "season_id": "69427",
              "season_name": "World Cup Qualification, UEFA 2026",
              "season_year": "2026"
            }
          ],
          "ranking": {
            "global_player_rank": 15646,
            "combined_rank_score": 781.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 347.0,
            "sofascore_rating": 7.0125,
            "sofascore_appearances": 32.0,
            "fifa_rank": 1215.0,
            "fifa_overall": 78.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 10,
            "squad_role": "starter",
            "projected_match_rating": 7.4139,
            "source_file": "data/player_rankings.csv",
            "player_name": "Senne Lammens",
            "ranking_neighbors": {
              "upper": [
                {
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                  "ranking": 15641
                },
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                  "player_name": "Liam Bonetig",
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                  "ranking": 15643
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                {
                  "player_name": "Václav Černý",
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                },
                {
                  "player_name": "Florentino Luís",
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              ],
              "lower": [
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                  "player_name": "Jeon Seong-jin",
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                },
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                  "player_name": "Joaquín Soto",
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                },
                {
                  "player_name": "Aaron Astudillo",
                  "ranking": 15649
                },
                {
                  "player_name": "Diego Sanhueza",
                  "ranking": 15650
                },
                {
                  "player_name": "Tiago Santos",
                  "ranking": 15651
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              ]
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          }
        },
        "Lisandro Martínez": {
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          "position": "D",
          "position_depth": "D",
          "is_starter": true,
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          "height": 175,
          "market_value": 48000000,
          "stats": {
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            "clearances": 5,
            "aerial_won": 0,
            "rating": 88.6281,
            "minutes": 95,
            "total_pass": 69,
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            "duels_won": 4,
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            "crosses_total": 2,
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            "challenges_lost": 1,
            "fouls": 2,
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            "blocks": 3,
            "goal_rate": 0.0,
            "goals": 0,
            "assists": 0,
            "expected_goals": 0.0853,
            "expected_assists": 0.0438,
            "total_shots": 0,
            "shots_on_target": 0,
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            "big_chances_created": 1,
            "xgot": 0.0,
            "ball_carries": 27,
            "total_progression": 78,
            "progressive_carries": 0,
            "key_pass": 1,
            "tackles_in_zone": 1.1,
            "tackles_won_in_zone": 1.3,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82,
            "opponent_faced": "Anis Mehmeti",
            "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": 0.022,
            "projected_assists": 0,
            "assist_probability": 0.0553,
            "fifa_overall": 81.0
          },
          "latest_10_games": [
            {
              "match_type": "played",
              "match_id": 12813005,
              "match_date": "2026-07-19 19:00:00 UTC",
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              "league_id": 16,
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": 58210,
              "season_name": "World Cup 2026",
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              "home_score_current": 1.0,
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              "team_side": "away",
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              "status_type": "finished",
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              "team": "Argentina",
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              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_id": 12812996,
              "match_date": "2026-07-15",
              "home_team": "England",
              "away_team": "Argentina",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Argentina",
              "opponent": "England",
              "stats": {
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                "rating": 6.4,
                "assists": 0,
                "expected_assists": 0.0404,
                "total_shots": 0,
                "total_pass": 41,
                "accurate_pass": 40,
                "clearances": 4,
                "aerial_won": 1,
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              },
              "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_type": "played",
              "match_id": 12813015,
              "match_date": "2026-07-12 01:00:00 UTC",
              "league_name": "FIFA World Cup",
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            "bench_appearance_probability": 0.569,
            "bench_expected_minutes": 25.52,
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            "substitution_rule_cap": 5,
            "projected_team_substitution_count": 3,
            "projected_substitution_expected_count": 2.488,
            "projected_substitution_game_state_adjustment": 1,
            "substitution_usage": "projected_used_substitute",
            "projected_goals": 0,
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            "fifa_overall": 65.0
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              "match_date": "2026-08-22 14:00:00 UTC",
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            },
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              "match_date": "2026-05-10",
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              "team_side": "home",
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              },
              "has_player_stats": true,
              "league_name": "Ligue 1",
              "league_id": "34",
              "league_slug": "ligue-1",
              "league_country": "France",
              "season_id": "77356",
              "season_name": "Ligue 1 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14167988,
              "match_date": "2026-05-03",
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              "away_team": "Toulouse",
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              "team": "Toulouse",
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                "total_pass": 3,
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              },
              "has_player_stats": true,
              "league_name": "Ligue 1",
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              "league_slug": "ligue-1",
              "league_country": "France",
              "season_id": "77356",
              "season_name": "Ligue 1 25/26",
              "season_year": "25/26"
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            "combined_rank_score": 5478.5,
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              ],
              "lower": [
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                {
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                {
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                {
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                },
                {
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              ]
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          }
        },
        "Chuba Akpom": {
          "player_id": 190867,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 19,
          "height": 186,
          "market_value": 3400000,
          "stats": {
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            "total_shots": 1,
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            "minutes": 25,
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            "projected_team_substitution_count": 3,
            "projected_substitution_expected_count": 2.488,
            "projected_substitution_game_state_adjustment": 1,
            "substitution_usage": "projected_used_substitute",
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            "assists": 0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 76.0
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          "latest_10_games": [],
          "ranking": {
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            "combined_rank_score": 1855.0,
            "ranking_source": "fifa_csv",
            "ranking_status": "missing_sofascore_player_rating",
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            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 1855.0,
            "fifa_overall": 76.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 17,
            "squad_role": "substitute",
            "projected_match_rating": 6.6825,
            "source_file": "data/player_rankings.csv",
            "player_name": "Chuba Akpom",
            "ranking_neighbors": {
              "upper": [
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                  "ranking": 18205
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                {
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                },
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                {
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                }
              ],
              "lower": [
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                  "ranking": 18210
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                {
                  "player_name": "Emin Bayram",
                  "ranking": 18211
                },
                {
                  "player_name": "Ilias Akhomach",
                  "ranking": 18212
                },
                {
                  "player_name": "Tyler Dibling",
                  "ranking": 18213
                },
                {
                  "player_name": "Ayrton Costa",
                  "ranking": 18214
                }
              ]
            }
          }
        },
        "Florentino Luís": {
          "player_id": 855845,
          "position": "M",
          "position_depth": "M_BENCH",
          "is_starter": false,
          "shirt_number": 16,
          "height": 184,
          "market_value": 15500000,
          "stats": {
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            "expected_assists": 0.0091,
            "assists": 0,
            "expected_goals": 0.0113,
            "rating": 84.1185,
            "minutes": 23,
            "total_pass": 9,
            "accurate_pass": 8,
            "ball_recovery": 1,
            "duels_won": 1,
            "total_shots": 0,
            "total_long_balls": 1,
            "accurate_long_balls": 1,
            "total_own_half_passes": 5,
            "accurate_own_half_passes": 4,
            "total_opp_half_passes": 5,
            "accurate_opp_half_passes": 4,
            "crosses_total": 1,
            "crosses_accurate": 0,
            "touches": 13,
            "possession_lost": 1.971,
            "dispossessed": 1.5381,
            "duels_lost": 1,
            "aerial_won": 0,
            "aerial_lost": 2,
            "interceptions": 1,
            "tackles_won": 1,
            "tackles": 1,
            "clearances": 1,
            "total_contest": 0,
            "won_contest": 0,
            "challenges_lost": 1,
            "fouls": 0,
            "fouls_drawn": 0,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 0,
            "shots_off_target": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.0154,
            "ball_carries": 3,
            "total_progression": 8,
            "progressive_carries": 0,
            "bench_appearance_probability": 0.525,
            "bench_expected_minutes": 22.56,
            "projected_substitution_order": 3,
            "substitution_rule_cap": 5,
            "projected_team_substitution_count": 3,
            "projected_substitution_expected_count": 2.488,
            "projected_substitution_game_state_adjustment": 1,
            "substitution_usage": "projected_used_substitute",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 77.0
          },
          "latest_10_games": [
            {
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              "match_id": 16363636,
              "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": "Ipswich",
              "away_team": "Sunderland",
              "home_score_current": 2.0,
              "away_score_current": 1.0,
              "team_side": "home",
              "status_code": 100,
              "status_type": "finished",
              "status_description": "Ended",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Ipswich",
              "opponent": "Sunderland",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_id": 14023960,
              "match_date": "2026-05-24",
              "home_team": "Burnley",
              "away_team": "Wolverhampton",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Burnley",
              "opponent": "Wolverhampton",
              "stats": {
                "minutes": 90,
                "rating": 7.3,
                "assists": 0,
                "expected_goals": 0.0323,
                "expected_assists": 0.0218,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 61,
                "accurate_pass": 53,
                "key_pass": 1,
                "tackles": 4,
                "tackles_won": 3,
                "interceptions": 3,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 5,
                "ball_recovery": 7
              },
              "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": 14023950,
              "match_date": "2026-05-18",
              "home_team": "Arsenal",
              "away_team": "Burnley",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Burnley",
              "opponent": "Arsenal",
              "stats": {
                "minutes": 78,
                "rating": 6.8,
                "assists": 0,
                "expected_goals": 0.0218,
                "expected_assists": 0.0004,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 17,
                "accurate_pass": 15,
                "tackles": 3,
                "tackles_won": 3,
                "interceptions": 2,
                "clearances": 4,
                "aerial_won": 1,
                "duels_won": 4,
                "ball_recovery": 3
              },
              "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": "home",
              "is_starting_11": 1,
              "team": "Burnley",
              "opponent": "Aston Villa",
              "stats": {
                "minutes": 87,
                "rating": 6.5,
                "assists": 0,
                "expected_goals": 0.0117,
                "expected_assists": 0.0362,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 32,
                "accurate_pass": 27,
                "key_pass": 2,
                "tackles": 1,
                "interceptions": 2,
                "clearances": 2,
                "duels_won": 1,
                "ball_recovery": 6
              },
              "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": {
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            "combined_rank_score": 1132.5,
            "ranking_source": "sofascore_plus_fifa_csv_filled",
            "ranking_status": "combined",
            "sofascore_rank": 780.0,
            "sofascore_rating": 6.6935,
            "sofascore_appearances": 31.0,
            "fifa_rank": 1485.0,
            "fifa_overall": 77.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 8,
            "squad_role": "substitute",
            "projected_match_rating": 7.1185,
            "source_file": "data/player_rankings.csv",
            "player_name": "Florentino Luís",
            "ranking_neighbors": {
              "upper": [
                {
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                  "ranking": 15640
                },
                {
                  "player_name": "Sergi Cardona",
                  "ranking": 15641
                },
                {
                  "player_name": "Liam Bonetig",
                  "ranking": 15642
                },
                {
                  "player_name": "Amadou Haidara",
                  "ranking": 15643
                },
                {
                  "player_name": "Václav Černý",
                  "ranking": 15644
                }
              ],
              "lower": [
                {
                  "player_name": "Senne Lammens",
                  "ranking": 15646
                },
                {
                  "player_name": "Jeon Seong-jin",
                  "ranking": 15647
                },
                {
                  "player_name": "Joaquín Soto",
                  "ranking": 15648
                },
                {
                  "player_name": "Aaron Astudillo",
                  "ranking": 15649
                },
                {
                  "player_name": "Diego Sanhueza",
                  "ranking": 15650
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              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 0,
        "expected_goals": 0.71,
        "expected_assists": 0.6,
        "total_shots": 13,
        "shots_on_target": 3,
        "total_passes": 376,
        "interceptions": 7,
        "tackles": 11,
        "avg_rating": 75.1,
        "possession_estimated_pct": 47.4,
        "pressing_actions_per_90": 7.2
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Amad Diallo",
        "attacker_role": "LWB",
        "attacker_market_value": 44000000,
        "attacker_height": 173,
        "attacker_skill_quality": 0.8,
        "defenders": [
          "Sindre Walle Egeli"
        ],
        "defender_roles": [
          "RWB"
        ],
        "def_skill_quality_avg": 0.589,
        "duel_zone": "LWB vs RWB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.479,
        "xg_contribution": 0.2006,
        "shots_in_zone": 1.1,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.9,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Sindre Walle Egeli",
            "role": "RWB",
            "market_value": 15900000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.7,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.521
          }
        ],
        "duel_analysis": "Amad Diallo (LWB) is evenly matched against Sindre Walle Egeli in a direct 1v1 contest. Duel win probability: 48%. The quality gap is significant (€44M vs €16M avg). Projected xG contribution: 0.201 — with neither side clearly dominant."
      },
      {
        "attacker": "Kobbie Mainoo",
        "attacker_role": "CM",
        "attacker_market_value": 72000000,
        "attacker_height": 184,
        "attacker_skill_quality": 0.873,
        "defenders": [
          "Julio Enciso"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.669,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.586,
        "xg_contribution": 0.0581,
        "shots_in_zone": 1.9,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.5,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Julio Enciso",
            "role": "CDM",
            "market_value": 24000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.5,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.414
          }
        ],
        "duel_analysis": "Kobbie Mainoo (CM) is slightly favored against Julio Enciso in a direct 1v1 contest. Duel win probability: 59%. The quality gap is significant (€72M vs €24M avg). Projected xG contribution: 0.058 — creating consistent moderate threat."
      },
      {
        "attacker": "Andrey Santos",
        "attacker_role": "CM",
        "attacker_market_value": 39000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.775,
        "defenders": [
          "Julio Enciso"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.669,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.526,
        "xg_contribution": 0.1737,
        "shots_in_zone": 1.8,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.4,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Julio Enciso",
            "role": "CDM",
            "market_value": 24000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.6,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.474
          }
        ],
        "duel_analysis": "Andrey Santos (CM) is slightly favored against Julio Enciso in a direct 1v1 contest. Duel win probability: 53%.  Projected xG contribution: 0.174 — creating consistent moderate threat."
      },
      {
        "attacker": "Youri Tielemans",
        "attacker_role": "RWB",
        "attacker_market_value": 43000000,
        "attacker_height": 177,
        "attacker_skill_quality": 0.796,
        "defenders": [
          "Jaden Philogene-Bidace"
        ],
        "defender_roles": [
          "LWB"
        ],
        "def_skill_quality_avg": 0.619,
        "duel_zone": "RWB vs LWB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.483,
        "xg_contribution": 0.0578,
        "shots_in_zone": 1.1,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.9,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.9,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jaden Philogene-Bidace",
            "role": "LWB",
            "market_value": 18800000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.7,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.517
          }
        ],
        "duel_analysis": "Youri Tielemans (RWB) is evenly matched against Jaden Philogene-Bidace in a direct 1v1 contest. Duel win probability: 48%. The quality gap is significant (€43M vs €19M avg). Projected xG contribution: 0.058 — with neither side clearly dominant."
      },
      {
        "attacker": "Matheus Cunha",
        "attacker_role": "SS",
        "attacker_market_value": 79000000,
        "attacker_height": 184,
        "attacker_skill_quality": 0.881,
        "defenders": [
          "Leif Davis"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.566,
        "xg_contribution": 0.1512,
        "shots_in_zone": 2.8,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.5,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Leif Davis",
            "role": "CB",
            "market_value": 21000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.5,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.434
          }
        ],
        "duel_analysis": "Matheus Cunha (SS) is slightly favored against Leif Davis in a direct 1v1 contest. Duel win probability: 57%. The quality gap is significant (€79M vs €21M avg). Projected xG contribution: 0.151 — creating consistent moderate threat."
      },
      {
        "attacker": "Bryan Mbeumo",
        "attacker_role": "SS",
        "attacker_market_value": 73000000,
        "attacker_height": 173,
        "attacker_skill_quality": 0.875,
        "defenders": [
          "Leif Davis"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.519,
        "xg_contribution": 1.1835,
        "shots_in_zone": 2.7,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.4,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Leif Davis",
            "role": "CB",
            "market_value": 21000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.6,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.481
          }
        ],
        "duel_analysis": "Bryan Mbeumo (SS) is slightly favored against Leif Davis in a direct 1v1 contest. Duel win probability: 52%. The quality gap is significant (€73M vs €21M avg). Projected xG contribution: 1.184 — creating consistent moderate threat."
      },
      {
        "attacker": "Benjamin Šeško",
        "attacker_role": "ST",
        "attacker_market_value": 78000000,
        "attacker_height": 195,
        "attacker_skill_quality": 0.88,
        "defenders": [
          "Leif Davis",
          "Dara O'Shea"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.621,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.357,
        "xg_contribution": 0.1511,
        "shots_in_zone": 2.7,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 3,
        "aerial_won": 2.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.6,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Leif Davis",
            "role": "CB",
            "market_value": 21000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.4,
            "defensive_success_rate": 0.643
          },
          {
            "player": "Dara O'Shea",
            "role": "CB",
            "market_value": 17000000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.8,
            "aerial_duels_won": 0.4,
            "defensive_success_rate": 0.643
          }
        ],
        "duel_analysis": "Benjamin Šeško (ST) faces tough defensive resistance against Leif Davis and Dara O'Shea in a 2-defender block. Duel win probability: 36%. The quality gap is significant (€78M vs €19M avg). Projected xG contribution: 0.151 — and is restricted in space and time on the ball."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Jaden Philogene-Bidace",
        "attacker_role": "LWB",
        "attacker_market_value": 18800000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.619,
        "defenders": [
          "Youri Tielemans"
        ],
        "defender_roles": [
          "RWB"
        ],
        "def_skill_quality_avg": 0.796,
        "duel_zone": "LWB vs RWB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.357,
        "xg_contribution": 0.0468,
        "shots_in_zone": 0.9,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.6,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Youri Tielemans",
            "role": "RWB",
            "market_value": 43000000,
            "tackles_attempted": 2.2,
            "tackles_won": 2.1,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.643
          }
        ],
        "duel_analysis": "Jaden Philogene-Bidace (LWB) faces tough defensive resistance against Youri Tielemans in a direct 1v1 contest. Duel win probability: 36%. The quality gap is significant (€19M vs €43M avg). Projected xG contribution: 0.047 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Abdul Fatawu Issahaku",
        "attacker_role": "CM",
        "attacker_market_value": 21000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.641,
        "defenders": [
          "Kobbie Mainoo"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.873,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.299,
        "xg_contribution": 0.0427,
        "shots_in_zone": 1.3,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Kobbie Mainoo",
            "role": "CM",
            "market_value": 72000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.701
          }
        ],
        "duel_analysis": "Abdul Fatawu Issahaku (CM) is heavily outmatched defensively against Kobbie Mainoo in a direct 1v1 contest. Duel win probability: 30%. The quality gap is significant (€21M vs €72M avg). Projected xG contribution: 0.043 — with very limited chance creation expected."
      },
      {
        "attacker": "Jack Clarke",
        "attacker_role": "CM",
        "attacker_market_value": 21000000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.641,
        "defenders": [
          "Kobbie Mainoo"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.873,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.303,
        "xg_contribution": 0.043,
        "shots_in_zone": 1.3,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Kobbie Mainoo",
            "role": "CM",
            "market_value": 72000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.697
          }
        ],
        "duel_analysis": "Jack Clarke (CM) is heavily outmatched defensively against Kobbie Mainoo in a direct 1v1 contest. Duel win probability: 30%. The quality gap is significant (€21M vs €72M avg). Projected xG contribution: 0.043 — with very limited chance creation expected."
      },
      {
        "attacker": "Sindre Walle Egeli",
        "attacker_role": "RWB",
        "attacker_market_value": 15900000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.589,
        "defenders": [
          "Amad Diallo"
        ],
        "defender_roles": [
          "LWB"
        ],
        "def_skill_quality_avg": 0.8,
        "duel_zone": "RWB vs LWB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.361,
        "xg_contribution": 0.0467,
        "shots_in_zone": 0.9,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Amad Diallo",
            "role": "LWB",
            "market_value": 44000000,
            "tackles_attempted": 2.2,
            "tackles_won": 2.1,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.639
          }
        ],
        "duel_analysis": "Sindre Walle Egeli (RWB) faces tough defensive resistance against Amad Diallo in a direct 1v1 contest. Duel win probability: 36%. The quality gap is significant (€16M vs €44M avg). Projected xG contribution: 0.047 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Anis Mehmeti",
        "attacker_role": "ST",
        "attacker_market_value": 14600000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.575,
        "defenders": [
          "Lisandro Martínez",
          "Leny Yoro"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.813,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0989,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.6,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.6,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Lisandro Martínez",
            "role": "CB",
            "market_value": 48000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Leny Yoro",
            "role": "CB",
            "market_value": 46000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Anis Mehmeti (ST) is heavily outmatched defensively against Lisandro Martínez and Leny Yoro in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€15M vs €47M avg). Projected xG contribution: 0.099 — with very limited chance creation expected."
      },
      {
        "attacker": "Daizen Maeda",
        "attacker_role": "ST",
        "attacker_market_value": 12600000,
        "attacker_height": 173,
        "attacker_skill_quality": 0.552,
        "defenders": [
          "Lisandro Martínez",
          "Leny Yoro"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.813,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.1294,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.3,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.6,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Lisandro Martínez",
            "role": "CB",
            "market_value": 48000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Leny Yoro",
            "role": "CB",
            "market_value": 46000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Daizen Maeda (ST) is heavily outmatched defensively against Lisandro Martínez and Leny Yoro in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€13M vs €47M avg). Projected xG contribution: 0.129 — with very limited chance creation expected."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.836,
      "away_midfield_power": 0.682,
      "home_creative_power": 0.918,
      "away_creative_power": 0.537,
      "home_defensive_power": 0.948,
      "away_defensive_power": 0.537,
      "home_dominance_ratio": 0.551,
      "home_midfield_count": 4,
      "away_midfield_count": 5,
      "home_midfield_players": [
        "Kobbie Mainoo",
        "Amad Diallo",
        "Youri Tielemans",
        "Andrey Santos"
      ],
      "away_midfield_players": [
        "Julio Enciso",
        "Abdul Fatawu Issahaku",
        "Jack Clarke",
        "Jaden Philogene-Bidace",
        "Sindre Walle Egeli"
      ],
      "possession_advantage": "neutral",
      "estimated_possession_home_pct": 52.6,
      "estimated_possession_away_pct": 47.4,
      "home_pressing_actions_per_90": 9.5,
      "away_pressing_actions_per_90": 7.2,
      "home_key_passes_projected": 7.0,
      "away_key_passes_projected": 4.7,
      "home_throughball_threat": 3.4,
      "away_throughball_threat": 2.2,
      "key_personal_duel": "Kobbie Mainoo vs Julio Enciso",
      "midfield_lambda_factor_home": 1.03,
      "midfield_lambda_factor_away": 0.969
    },
    "formation_analysis": {
      "home_formation": "3-4-2-1",
      "away_formation": "3-5-2",
      "home_tactical_bonus": 0.02,
      "away_tactical_bonus": -0.02,
      "formation_verdict": "Tactical parity between 3-4-2-1 and 3-5-2. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 4.8,
    "away_lambda": 0.712,
    "home_top_threat_zones": [
      "Shadow Striker vs Centre Back — Half-Space Threat",
      "LWB vs RWB"
    ],
    "away_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle"
    ],
    "home_player_antagonists": {
      "Amad Diallo": {
        "opponents": [
          "Sindre Walle Egeli",
          "Jack Clarke"
        ],
        "primary_zone": "LWB vs RWB",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Kobbie Mainoo": {
        "opponents": [
          "Julio Enciso",
          "Abdul Fatawu Issahaku",
          "Jack Clarke",
          "Sindre Walle Egeli"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Andrey Santos": {
        "opponents": [
          "Julio Enciso",
          "Abdul Fatawu Issahaku"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Youri Tielemans": {
        "opponents": [
          "Jaden Philogene-Bidace"
        ],
        "primary_zone": "RWB vs LWB",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Matheus Cunha": {
        "opponents": [
          "Leif Davis"
        ],
        "primary_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "source": "attacking_duel"
      },
      "Bryan Mbeumo": {
        "opponents": [
          "Leif Davis"
        ],
        "primary_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "source": "attacking_duel"
      },
      "Benjamin Šeško": {
        "opponents": [
          "Leif Davis",
          "Dara O'Shea"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Lisandro Martínez": {
        "opponents": [
          "Anis Mehmeti",
          "Daizen Maeda"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Leny Yoro": {
        "opponents": [
          "Anis Mehmeti",
          "Daizen Maeda"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Senne Lammens": {
        "opponents": [
          "Anis Mehmeti",
          "Daizen Maeda"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Matthijs de Ligt": {
        "opponents": [
          "Anis Mehmeti"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Sindre Walle Egeli": {
        "opponents": [
          "Amad Diallo",
          "Kobbie Mainoo"
        ],
        "primary_zone": "LWB vs RWB",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Julio Enciso": {
        "opponents": [
          "Kobbie Mainoo",
          "Andrey Santos"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "defensive_duel, midfield_pairing"
      },
      "Jaden Philogene-Bidace": {
        "opponents": [
          "Youri Tielemans"
        ],
        "primary_zone": "RWB vs LWB",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Leif Davis": {
        "opponents": [
          "Matheus Cunha",
          "Bryan Mbeumo",
          "Benjamin Šeško"
        ],
        "primary_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "source": "defensive_duel"
      },
      "Dara O'Shea": {
        "opponents": [
          "Benjamin Šeško"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Abdul Fatawu Issahaku": {
        "opponents": [
          "Kobbie Mainoo",
          "Andrey Santos"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, midfield_pairing"
      },
      "Jack Clarke": {
        "opponents": [
          "Kobbie Mainoo",
          "Amad Diallo"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, midfield_pairing"
      },
      "Anis Mehmeti": {
        "opponents": [
          "Lisandro Martínez",
          "Leny Yoro"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Daizen Maeda": {
        "opponents": [
          "Lisandro Martínez",
          "Leny Yoro"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Kjell Scherpen": {
        "opponents": [
          "Matheus Cunha",
          "Bryan Mbeumo"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Jacob Greaves": {
        "opponents": [
          "Matheus Cunha"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Midfield is evenly contested — Kobbie Mainoo vs Julio Enciso will be the pivotal duel. Total antagonist xG — Home: 1.98, Away: 0.41. Home danger zone: Shadow Striker vs Centre Back — Half-Space Threat. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 0.987,
      "away_gk_opposition_factor": 0.8743,
      "home_set_piece_bonus": 0.18,
      "away_set_piece_bonus": 0.092,
      "home_defensive_solidity_vs": 0.9657,
      "away_defensive_solidity_vs": 0.8944,
      "home_midfield_factor": 1.03,
      "away_midfield_factor": 0.969,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.8238,
      "away_avg_quality": 0.6088,
      "avg_quality_gap": 0.215,
      "squad_value_gap_log": 1.0917,
      "top5_value_gap_log": 1.1342,
      "attack_value_gap_log": 1.1557,
      "elite_count_gap": 8,
      "combined_quality_gap": 0.4512,
      "stronger_lambda_boost": 0.95,
      "weaker_lambda_suppression": 0.6,
      "home_bench_lambda_bonus": 0.1543,
      "away_bench_lambda_bonus": 0.0882,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": true,
      "mismatch_score_pressure_gap": 0.4512,
      "mismatch_favorite_lambda_boost": 1.1178,
      "mismatch_underdog_lambda_factor": 0.9649,
      "pre_mismatch_home_lambda": 4.647,
      "pre_mismatch_away_lambda": 0.738,
      "competitive_underdog_floor_applied": false,
      "pre_calibration_home_lambda": 4.6473,
      "pre_calibration_away_lambda": 0.7382,
      "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": 4.8,
      "final_away_lambda": 0.712
    }
  },
  "home_standing": {
    "available": true,
    "team_position": 16,
    "opponent_position": 12,
    "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": 12,
    "opponent_position": 16,
    "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": "2026-08-30T13:31:19Z"
}