{
  "match_info": {
    "home_team": "Forest",
    "away_team": "Leeds",
    "tournament": "Premier League",
    "date": "20260822",
    "timezone": "America/New_York",
    "home_formation": "3-4-2-1",
    "away_formation": "3-4-2-1"
  },
  "prediction": {
    "most_likely_score": "1-1",
    "home_goals": 1,
    "away_goals": 1,
    "most_likely_score_probability": 0.1112,
    "match_resolution": "draw",
    "predicted_winner": null,
    "tiebreaker": {
      "applies": false,
      "method": "none",
      "regulation_draw_probability": 0.2358,
      "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": 0.1112
      },
      {
        "score": "1-0",
        "probability": 0.0992
      },
      {
        "score": "2-1",
        "probability": 0.0976
      },
      {
        "score": "2-0",
        "probability": 0.0881
      },
      {
        "score": "0-1",
        "probability": 0.062
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0573,
      "0-1": 0.062,
      "0-2": 0.0347,
      "0-3": 0.0128,
      "0-4": 0.0035,
      "0-5": 0.0008,
      "1-0": 0.0992,
      "1-1": 0.1112,
      "1-2": 0.0612,
      "1-3": 0.0226,
      "1-4": 0.0062,
      "1-5": 0.0014,
      "2-0": 0.0881,
      "2-1": 0.0976,
      "2-2": 0.054,
      "2-3": 0.0199,
      "2-4": 0.0055,
      "2-5": 0.0012,
      "3-0": 0.0519,
      "3-1": 0.0574,
      "3-2": 0.0318,
      "3-3": 0.0117,
      "3-4": 0.0032,
      "3-5": 0.0007,
      "4-0": 0.0229,
      "4-1": 0.0253,
      "4-2": 0.014,
      "4-3": 0.0052,
      "4-4": 0.0014,
      "5-0": 0.0081,
      "5-1": 0.0089,
      "5-2": 0.0049,
      "5-3": 0.0018,
      "5-4": 0.0005,
      "6-0": 0.0024,
      "6-1": 0.0026,
      "6-2": 0.0015,
      "6-3": 0.0005,
      "7-0": 0.0006,
      "7-1": 0.0007
    },
    "outcome": {
      "home_win": 0.5271,
      "draw": 0.2358,
      "away_win": 0.2371
    },
    "markets": {
      "over_2_5_goals": 0.5475,
      "under_2_5_goals": 0.4525,
      "btts_yes": 0.5555,
      "btts_no": 0.4445,
      "home_clean_sheet": 0.3305,
      "away_clean_sheet": 0.1712
    },
    "home_ratings": {
      "DR": 88.06,
      "MCR": 86.77,
      "ATR": 84.0,
      "GK": 89.43
    },
    "away_ratings": {
      "DR": 81.45,
      "MCR": 83.54,
      "ATR": 81.29,
      "GK": 82.81
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Forest vs Leeds. Most likely scoreline: 1-1. Lambdas derived from 7 home and 7 away individual player duels.",
      "key_player": "Projected scorer(s): Morgan Gibbs-White, Dominic Calvert-Lewin",
      "tactical_analysis": "Tactical parity between 3-4-2-1 and 3-4-2-1. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Morgan Gibbs-White vs Ethan Ampadu will be the pivotal duel. Total antagonist xG — Home: 1.18, Away: 1.14. Home danger zone: Central Mid vs Central Mid — Box-to-Box Midfield Contest. Away danger zone: Shadow Striker vs Centre Back — Half-Space Threat."
    },
    "confidence": 0.76,
    "home_lambda": 1.765,
    "away_lambda": 1.107
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.5271,
      "draw": 0.2358,
      "away_win": 0.2371
    },
    "favorite": "Forest",
    "favorite_win_probability": 0.5271,
    "fair_spread": 0.658,
    "fair_total": 2.872,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Forest",
        "estimate": 1.765,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Leeds",
        "estimate": 1.107,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.5475,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.5555,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Forest",
        "estimate": 1.0,
        "probability": 0.3305,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Leeds",
        "estimate": 1.0,
        "probability": 0.1712,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Morgan Gibbs-White (Forest)",
        "estimate": 0.8138,
        "probability": 0.3413,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Dominic Calvert-Lewin (Leeds)",
        "estimate": 0.4305,
        "probability": 0.4617,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Dan Ndoye (Forest)",
        "estimate": 0.2461,
        "probability": 0.2947,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Harry Wilson (Leeds)",
        "estimate": 0.1821,
        "probability": 0.3673,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "balanced",
      "expected_total_goals": 2.872,
      "expected_total_shots": 19,
      "expected_total_passes": 824,
      "expected_pressing_actions_per_90": 16.5,
      "possession_home_pct": 49.4,
      "possession_away_pct": 50.6,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "Forest",
      "favorite_win_probability": 0.5271,
      "script": "Forest is the fair winner side, but the baseline remains narrow: fair spread +0.66 goals and fair total 2.87.",
      "first_half": "Expect balanced tempo while both sides test the matchup thesis; shot baseline is about 10 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 Forest lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Forest chance creation leans on Morgan Gibbs-White against Ethan Ampadu in Central Mid vs Central Mid — Box-to-Box Midfield Contest; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "Forest: starters carry the main goal usage through Morgan Gibbs-White; bench watchlist: Elliot Anderson, Lorenzo Lucca, Arnaud Kalimuendo.",
      "Leeds: starters carry the main goal usage through Dominic Calvert-Lewin; bench watchlist: Noah Okafor, Wilfried Gnonto, Sean Longstaff.",
      "Assist usage should flow through Dan Ndoye, Harry Wilson; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Forest tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects balanced tempo, about 10 total first-half shots, and 1.44 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 Forest.",
      "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": {
    "Forest": {
      "formation": "3-4-2-1",
      "players": {
        "Dan Ndoye": {
          "player_id": 944327,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 14,
          "height": 184,
          "market_value": 31000000,
          "stats": {
            "key_pass": 1,
            "expected_assists": 0.2461,
            "assists": 1,
            "expected_goals": 0.0,
            "rating": 86.2997,
            "minutes": 86,
            "total_pass": 29,
            "accurate_pass": 23,
            "ball_recovery": 4,
            "duels_won": 6,
            "total_shots": 2,
            "total_long_balls": 2,
            "accurate_long_balls": 2,
            "total_own_half_passes": 9,
            "accurate_own_half_passes": 9,
            "total_opp_half_passes": 20,
            "accurate_opp_half_passes": 15,
            "crosses_total": 2,
            "crosses_accurate": 1,
            "touches": 50,
            "possession_lost": 12.0945,
            "dispossessed": 2.1349,
            "duels_lost": 7,
            "aerial_won": 1,
            "aerial_lost": 1,
            "interceptions": 1,
            "tackles_won": 2,
            "tackles": 4,
            "clearances": 1,
            "total_contest": 3,
            "won_contest": 2,
            "challenges_lost": 2,
            "fouls": 1,
            "fouls_drawn": 2,
            "goal_rate": 1.0675,
            "goals": 0,
            "shots_on_target": 1,
            "shots_off_target": 0,
            "blocks": 0,
            "big_chances_created": 1,
            "big_chances_missed": 0,
            "xgot": 0.1601,
            "ball_carries": 14,
            "total_progression": 121,
            "progressive_carries": 4,
            "dribbles_attempted": 3,
            "dribbles_successful": 1.2,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.438,
            "pressing_faced": "MEDIUM",
            "matchup_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
            "numerical_situation": "1v1",
            "opponent_defenders": "Ethan Ampadu",
            "opponent_faced": "Ethan Ampadu",
            "antagonist_source": "attacking_duel, midfield_pairing",
            "projected_goals": 0,
            "goal_probability": 0.159,
            "projected_assists": 1,
            "assist_probability": 0.2947,
            "fifa_overall": 79.0
          },
          "latest_10_games": [
            {
              "match_type": "played",
              "match_id": 12813015,
              "match_date": "2026-07-12 01:00:00 UTC",
              "league_name": "FIFA World Cup",
              "league_id": 16,
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": 58210,
              "season_name": "World Cup 2026",
              "season_year": "2026",
              "home_team": "Argentina",
              "away_team": "Switzerland",
              "home_score_current": 3.0,
              "away_score_current": 1.0,
              "team_side": "away",
              "status_code": 110,
              "status_type": "finished",
              "status_description": "AET",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Switzerland",
              "opponent": "Argentina",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_type": "played",
              "match_id": 12812991,
              "match_date": "2026-07-07 20:00:00 UTC",
              "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",
              "home_team": "Switzerland",
              "away_team": "Colombia",
              "home_score_current": 4.0,
              "away_score_current": 3.0,
              "team_side": "home",
              "status_code": 120,
              "status_type": "finished",
              "status_description": "AP",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Switzerland",
              "opponent": "Colombia",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_id": 12813019,
              "match_date": "2026-07-03",
              "home_team": "Switzerland",
              "away_team": "Algeria",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Switzerland",
              "opponent": "Algeria",
              "stats": {
                "minutes": 87,
                "rating": 8.2,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.0906,
                "expected_assists": 0.0716,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 20,
                "accurate_pass": 17,
                "key_pass": 1,
                "tackles": 3,
                "tackles_won": 2,
                "interceptions": 1,
                "aerial_won": 1,
                "duels_won": 9,
                "ball_recovery": 3
              },
              "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": 15186821,
              "match_date": "2026-06-24",
              "home_team": "Switzerland",
              "away_team": "Canada",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Switzerland",
              "opponent": "Canada",
              "stats": {
                "minutes": 10,
                "rating": 6.8,
                "assists": 0,
                "expected_assists": 0.0001,
                "total_shots": 0,
                "total_pass": 2,
                "accurate_pass": 1,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 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": 15186806,
              "match_date": "2026-06-18",
              "home_team": "Switzerland",
              "away_team": "Bosnia & Herzegovina",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Switzerland",
              "opponent": "Bosnia & Herzegovina",
              "stats": {
                "minutes": 71,
                "rating": 6.8,
                "assists": 0,
                "expected_goals": 0.0989,
                "expected_assists": 0.0256,
                "total_shots": 4,
                "shots_on_target": 2,
                "shots_off_target": 1,
                "total_pass": 16,
                "accurate_pass": 13,
                "key_pass": 1,
                "tackles": 1,
                "tackles_won": 1,
                "aerial_won": 1,
                "duels_won": 7,
                "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": 15186526,
              "match_date": "2026-06-13",
              "home_team": "Qatar",
              "away_team": "Switzerland",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Switzerland",
              "opponent": "Qatar",
              "stats": {
                "minutes": 65,
                "rating": 6.3,
                "assists": 0,
                "expected_goals": 0.4014,
                "expected_assists": 0.0181,
                "total_shots": 6,
                "shots_on_target": 2,
                "shots_off_target": 3,
                "total_pass": 20,
                "accurate_pass": 16,
                "clearances": 1,
                "duels_won": 6,
                "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": 15632620,
              "match_date": "2026-04-16",
              "home_team": "Nottingham Forest",
              "away_team": "FC Porto",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Nottingham Forest",
              "opponent": "FC Porto",
              "stats": {
                "minutes": 65,
                "rating": 6.8,
                "assists": 0,
                "expected_assists": 0.4713,
                "total_shots": 0,
                "total_pass": 30,
                "accurate_pass": 25,
                "key_pass": 2,
                "aerial_won": 1,
                "duels_won": 2,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632616,
              "match_date": "2026-04-09",
              "home_team": "FC Porto",
              "away_team": "Nottingham Forest",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Nottingham Forest",
              "opponent": "FC Porto",
              "stats": {
                "minutes": 90,
                "rating": 7.0,
                "assists": 0,
                "expected_goals": 0.0526,
                "expected_assists": 0.1924,
                "total_shots": 2,
                "total_pass": 31,
                "accurate_pass": 24,
                "key_pass": 1,
                "tackles": 4,
                "tackles_won": 1,
                "interceptions": 1,
                "clearances": 1,
                "duels_won": 7,
                "ball_recovery": 4
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 9243,
            "combined_rank_score": 437.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 79.0,
            "sofascore_rating": 7.54,
            "sofascore_appearances": 5.0,
            "fifa_rank": 796.0,
            "fifa_overall": 79.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 6,
            "squad_role": "starter",
            "projected_match_rating": 7.2997,
            "source_file": "data/player_rankings.csv",
            "player_name": "Dan Ndoye",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Daniil Yermolov",
                  "ranking": 9238
                },
                {
                  "player_name": "Seong-jun Jo",
                  "ranking": 9239
                },
                {
                  "player_name": "Ali Mahdi Altaieen",
                  "ranking": 9240
                },
                {
                  "player_name": "Nasser Al Yazidi",
                  "ranking": 9241
                },
                {
                  "player_name": "Milad Falah",
                  "ranking": 9242
                }
              ],
              "lower": [
                {
                  "player_name": "Connor Chapman",
                  "ranking": 9244
                },
                {
                  "player_name": "Abbati Abdullahi Samaila",
                  "ranking": 9245
                },
                {
                  "player_name": "Nazar Makarenko",
                  "ranking": 9246
                },
                {
                  "player_name": "Camilo Mayada",
                  "ranking": 9247
                },
                {
                  "player_name": "Mark Strajnar",
                  "ranking": 9248
                }
              ]
            }
          }
        },
        "Morgan Gibbs-White": {
          "player_id": 865912,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 10,
          "height": 171,
          "market_value": 67000000,
          "stats": {
            "key_pass": 1,
            "expected_assists": 0.1404,
            "assists": 0,
            "expected_goals": 0.8138,
            "rating": 89.6045,
            "minutes": 82,
            "total_pass": 36,
            "accurate_pass": 30,
            "ball_recovery": 3,
            "duels_won": 4,
            "total_shots": 2,
            "total_long_balls": 5,
            "accurate_long_balls": 4,
            "total_own_half_passes": 11,
            "accurate_own_half_passes": 9,
            "total_opp_half_passes": 28,
            "accurate_opp_half_passes": 24,
            "crosses_total": 2,
            "crosses_accurate": 1,
            "touches": 50,
            "possession_lost": 13.8729,
            "dispossessed": 1.1098,
            "duels_lost": 5,
            "aerial_won": 1,
            "aerial_lost": 3,
            "interceptions": 2,
            "tackles_won": 1,
            "tackles": 1,
            "clearances": 1,
            "total_contest": 4,
            "won_contest": 2,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 1,
            "goal_rate": 1.1098,
            "goals": 1,
            "shots_on_target": 2,
            "shots_off_target": 1,
            "blocks": 1,
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              "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": 18101,
            "combined_rank_score": 1783.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 879.0,
            "sofascore_rating": 6.6286,
            "sofascore_appearances": 23.0,
            "fifa_rank": 2687.0,
            "fifa_overall": 74.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 11,
            "squad_role": "substitute",
            "projected_match_rating": 6.7631,
            "source_file": "data/player_rankings.csv",
            "player_name": "Wilfried Gnonto",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Julio Enciso",
                  "ranking": 18096
                },
                {
                  "player_name": "Yoan Bonny",
                  "ranking": 18097
                },
                {
                  "player_name": "Denis Suárez",
                  "ranking": 18098
                },
                {
                  "player_name": "Tiago Gouveia",
                  "ranking": 18099
                },
                {
                  "player_name": "Erik Thommy",
                  "ranking": 18100
                }
              ],
              "lower": [
                {
                  "player_name": "Claudio Echeverri",
                  "ranking": 18102
                },
                {
                  "player_name": "Ezequiel Ponce",
                  "ranking": 18103
                },
                {
                  "player_name": "Ben Brereton Díaz",
                  "ranking": 18104
                },
                {
                  "player_name": "Iván Villar",
                  "ranking": 18105
                },
                {
                  "player_name": "Okan Kocuk",
                  "ranking": 18106
                }
              ]
            }
          }
        },
        "Sean Longstaff": {
          "player_id": 866191,
          "position": "M",
          "position_depth": "M_BENCH",
          "is_starter": false,
          "shirt_number": 8,
          "height": 187,
          "market_value": 15300000,
          "stats": {
            "key_pass": 0,
            "expected_assists": 0.0179,
            "assists": 0,
            "expected_goals": 0.0,
            "rating": 81.8503,
            "minutes": 23,
            "total_pass": 2,
            "accurate_pass": 2,
            "ball_recovery": 0,
            "duels_won": 1,
            "total_shots": 0,
            "total_long_balls": 0,
            "accurate_long_balls": 0,
            "total_own_half_passes": 2,
            "accurate_own_half_passes": 2,
            "total_opp_half_passes": 2,
            "accurate_opp_half_passes": 1,
            "crosses_total": 1,
            "crosses_accurate": 1,
            "touches": 3,
            "possession_lost": 0.8985,
            "dispossessed": 1.0247,
            "duels_lost": 1,
            "aerial_won": 0,
            "aerial_lost": 2,
            "interceptions": 0,
            "tackles_won": 0,
            "tackles": 0,
            "clearances": 0,
            "total_contest": 0,
            "won_contest": 0,
            "challenges_lost": 0,
            "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": 0.1232,
            "ball_carries": 1,
            "total_progression": 0,
            "progressive_carries": 0,
            "bench_appearance_probability": 0.525,
            "bench_expected_minutes": 22.55,
            "projected_substitution_order": 3,
            "substitution_rule_cap": 5,
            "projected_team_substitution_count": 3,
            "projected_substitution_expected_count": 2.585,
            "projected_substitution_game_state_adjustment": 0,
            "substitution_usage": "projected_used_substitute",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 75.0
          },
          "latest_10_games": [
            {
              "match_id": 14023954,
              "match_date": "2026-05-17",
              "home_team": "Leeds United",
              "away_team": "Brighton & Hove Albion",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Leeds United",
              "opponent": "Brighton & Hove Albion",
              "stats": {
                "minutes": 30,
                "rating": 6.7,
                "assists": 0,
                "expected_assists": 0.1297,
                "total_shots": 0,
                "total_pass": 16,
                "accurate_pass": 11,
                "tackles": 1,
                "tackles_won": 1,
                "aerial_won": 1,
                "duels_won": 2,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14023944,
              "match_date": "2026-05-11",
              "home_team": "Tottenham Hotspur",
              "away_team": "Leeds United",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Leeds United",
              "opponent": "Tottenham Hotspur",
              "stats": {
                "minutes": 13,
                "rating": 6.8,
                "assists": 0,
                "expected_goals": 0.2453,
                "expected_assists": 0.0206,
                "total_shots": 2,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 2,
                "accurate_pass": 1,
                "clearances": 1,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 17466,
            "combined_rank_score": 1328.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 541.0,
            "sofascore_rating": 6.86,
            "sofascore_appearances": 23.0,
            "fifa_rank": 2115.0,
            "fifa_overall": 75.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 15,
            "squad_role": "substitute",
            "projected_match_rating": 6.8503,
            "source_file": "data/player_rankings.csv",
            "player_name": "Sean Longstaff",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Lorenzo Lucca",
                  "ranking": 17461
                },
                {
                  "player_name": "Sandi Lovrić",
                  "ranking": 17462
                },
                {
                  "player_name": "Portu",
                  "ranking": 17463
                },
                {
                  "player_name": "Cesinha",
                  "ranking": 17464
                },
                {
                  "player_name": "Jonas Urbig",
                  "ranking": 17465
                }
              ],
              "lower": [
                {
                  "player_name": "Gonçalo Guedes",
                  "ranking": 17467
                },
                {
                  "player_name": "Dani Rodríguez",
                  "ranking": 17468
                },
                {
                  "player_name": "Lukáš Červ",
                  "ranking": 17469
                },
                {
                  "player_name": "Aitor",
                  "ranking": 17470
                },
                {
                  "player_name": "Angelo Fulgini",
                  "ranking": 17471
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 1,
        "expected_goals": 1.11,
        "expected_assists": 0.58,
        "total_shots": 9,
        "shots_on_target": 4,
        "total_passes": 396,
        "interceptions": 9,
        "tackles": 13,
        "avg_rating": 82.32,
        "possession_estimated_pct": 50.6,
        "pressing_actions_per_90": 8.6
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Xaver Schlager",
        "attacker_role": "LWB",
        "attacker_market_value": 9500000,
        "attacker_height": 174,
        "attacker_skill_quality": 0.517,
        "defenders": [
          "Brenden Aaronson"
        ],
        "defender_roles": [
          "RWB"
        ],
        "def_skill_quality_avg": 0.66,
        "duel_zone": "LWB vs RWB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.34,
        "xg_contribution": 0.0718,
        "shots_in_zone": 0.9,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.3,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Brenden Aaronson",
            "role": "RWB",
            "market_value": 23000000,
            "tackles_attempted": 2.1,
            "tackles_won": 2.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.66
          }
        ],
        "duel_analysis": "Xaver Schlager (LWB) faces tough defensive resistance against Brenden Aaronson in a direct 1v1 contest. Duel win probability: 34%.  Projected xG contribution: 0.072 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Morgan Gibbs-White",
        "attacker_role": "CM",
        "attacker_market_value": 67000000,
        "attacker_height": 171,
        "attacker_skill_quality": 0.866,
        "defenders": [
          "Ethan Ampadu"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.702,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.45,
        "xg_contribution": 0.3691,
        "shots_in_zone": 1.7,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.2,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "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": 1.2,
            "defensive_success_rate": 0.55
          }
        ],
        "duel_analysis": "Morgan Gibbs-White (CM) is evenly matched against Ethan Ampadu in a direct 1v1 contest. Duel win probability: 45%. The quality gap is significant (€67M vs €28M avg). Projected xG contribution: 0.369 — with neither side clearly dominant."
      },
      {
        "attacker": "Dan Ndoye",
        "attacker_role": "CM",
        "attacker_market_value": 31000000,
        "attacker_height": 184,
        "attacker_skill_quality": 0.725,
        "defenders": [
          "Ethan Ampadu"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.702,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.438,
        "xg_contribution": 0.147,
        "shots_in_zone": 1.6,
        "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": "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": 0.562
          }
        ],
        "duel_analysis": "Dan Ndoye (CM) is evenly matched against Ethan Ampadu in a direct 1v1 contest. Duel win probability: 44%.  Projected xG contribution: 0.147 — with neither side clearly dominant."
      },
      {
        "attacker": "Ibrahim Sangaré",
        "attacker_role": "RWB",
        "attacker_market_value": 21000000,
        "attacker_height": 191,
        "attacker_skill_quality": 0.641,
        "defenders": [
          "Harry Wilson"
        ],
        "defender_roles": [
          "LWB"
        ],
        "def_skill_quality_avg": 0.694,
        "duel_zone": "RWB vs LWB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.456,
        "xg_contribution": 0.0988,
        "shots_in_zone": 1.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.3,
        "crosses_in_zone": 2.6,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Harry Wilson",
            "role": "LWB",
            "market_value": 27000000,
            "tackles_attempted": 2.2,
            "tackles_won": 1.8,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.544
          }
        ],
        "duel_analysis": "Ibrahim Sangaré (RWB) is evenly matched against Harry Wilson in a direct 1v1 contest. Duel win probability: 46%.  Projected xG contribution: 0.099 — with neither side clearly dominant."
      },
      {
        "attacker": "Igor Jesus",
        "attacker_role": "SS",
        "attacker_market_value": 26000000,
        "attacker_height": 179,
        "attacker_skill_quality": 0.686,
        "defenders": [
          "Jaka Bijol"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.616,
        "duel_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.429,
        "xg_contribution": 0.144,
        "shots_in_zone": 2.4,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jaka Bijol",
            "role": "CB",
            "market_value": 18500000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.8,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.571
          }
        ],
        "duel_analysis": "Igor Jesus (SS) is evenly matched against Jaka Bijol in a direct 1v1 contest. Duel win probability: 43%.  Projected xG contribution: 0.144 — with neither side clearly dominant."
      },
      {
        "attacker": "Ola Aina",
        "attacker_role": "ST",
        "attacker_market_value": 16399999,
        "attacker_height": 182,
        "attacker_skill_quality": 0.594,
        "defenders": [
          "Jaka Bijol",
          "Joe Rodon"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.618,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.2421,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.7,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.6,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jaka Bijol",
            "role": "CB",
            "market_value": 18500000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Joe Rodon",
            "role": "CB",
            "market_value": 18800000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Ola Aina (ST) is heavily outmatched defensively against Jaka Bijol and Joe Rodon in a 2-defender block. Duel win probability: 18%.  Projected xG contribution: 0.242 — with very limited chance creation expected."
      },
      {
        "attacker": "Murillo",
        "attacker_role": "SS",
        "attacker_market_value": 49000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.821,
        "defenders": [
          "Jaka Bijol"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.616,
        "duel_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.494,
        "xg_contribution": 0.1092,
        "shots_in_zone": 2.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.3,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jaka Bijol",
            "role": "CB",
            "market_value": 18500000,
            "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": 0.9,
            "defensive_success_rate": 0.506
          }
        ],
        "duel_analysis": "Murillo (SS) is evenly matched against Jaka Bijol in a direct 1v1 contest. Duel win probability: 49%. The quality gap is significant (€49M vs €18M avg). Projected xG contribution: 0.109 — with neither side clearly dominant."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Harry Wilson",
        "attacker_role": "LWB",
        "attacker_market_value": 27000000,
        "attacker_height": 173,
        "attacker_skill_quality": 0.694,
        "defenders": [
          "Ibrahim Sangaré"
        ],
        "defender_roles": [
          "RWB"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "LWB vs RWB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.384,
        "xg_contribution": 0.0568,
        "shots_in_zone": 0.9,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.7,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.7,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Ibrahim Sangaré",
            "role": "RWB",
            "market_value": 21000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.9,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.616
          }
        ],
        "duel_analysis": "Harry Wilson (LWB) faces tough defensive resistance against Ibrahim Sangaré in a direct 1v1 contest. Duel win probability: 38%.  Projected xG contribution: 0.057 — 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": [
          "Morgan Gibbs-White"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.866,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.39,
        "xg_contribution": 0.1338,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.0,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Morgan Gibbs-White",
            "role": "CM",
            "market_value": 67000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.1,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.61
          }
        ],
        "duel_analysis": "Ethan Ampadu (CM) faces tough defensive resistance against Morgan Gibbs-White in a direct 1v1 contest. Duel win probability: 39%. The quality gap is significant (€28M vs €67M avg). Projected xG contribution: 0.134 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Anton Stach",
        "attacker_role": "CM",
        "attacker_market_value": 27000000,
        "attacker_height": 192,
        "attacker_skill_quality": 0.694,
        "defenders": [
          "Morgan Gibbs-White"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.866,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.403,
        "xg_contribution": 0.0492,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 1.4,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Morgan Gibbs-White",
            "role": "CM",
            "market_value": 67000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.1,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.597
          }
        ],
        "duel_analysis": "Anton Stach (CM) faces tough defensive resistance against Morgan Gibbs-White in a direct 1v1 contest. Duel win probability: 40%. The quality gap is significant (€27M vs €67M avg). Projected xG contribution: 0.049 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Brenden Aaronson",
        "attacker_role": "RWB",
        "attacker_market_value": 23000000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.66,
        "defenders": [
          "Xaver Schlager"
        ],
        "defender_roles": [
          "LWB"
        ],
        "def_skill_quality_avg": 0.517,
        "duel_zone": "RWB vs LWB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.5,
        "xg_contribution": 0.1088,
        "shots_in_zone": 1.1,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.9,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.6,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Xaver Schlager",
            "role": "LWB",
            "market_value": 9500000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.6,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.5
          }
        ],
        "duel_analysis": "Brenden Aaronson (RWB) is slightly favored against Xaver Schlager in a direct 1v1 contest. Duel win probability: 50%.  Projected xG contribution: 0.109 — creating consistent moderate threat."
      },
      {
        "attacker": "Dominic Calvert-Lewin",
        "attacker_role": "SS",
        "attacker_market_value": 24000000,
        "attacker_height": 187,
        "attacker_skill_quality": 0.669,
        "defenders": [
          "Neco Williams"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.686,
        "duel_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.458,
        "xg_contribution": 0.3253,
        "shots_in_zone": 2.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.2,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Neco Williams",
            "role": "CB",
            "market_value": 26000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.8,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.542
          }
        ],
        "duel_analysis": "Dominic Calvert-Lewin (SS) is evenly matched against Neco Williams in a direct 1v1 contest. Duel win probability: 46%.  Projected xG contribution: 0.325 — with neither side clearly dominant."
      },
      {
        "attacker": "James Justin",
        "attacker_role": "ST",
        "attacker_market_value": 12400000,
        "attacker_height": 183,
        "attacker_skill_quality": 0.55,
        "defenders": [
          "Neco Williams",
          "Nikola Milenković"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.686,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.2302,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.7,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.6,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Neco Williams",
            "role": "CB",
            "market_value": 26000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Nikola Milenković",
            "role": "CB",
            "market_value": 26000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "James Justin (ST) is heavily outmatched defensively against Neco Williams and Nikola Milenković in a 2-defender block. Duel win probability: 18%.  Projected xG contribution: 0.230 — with very limited chance creation expected."
      },
      {
        "attacker": "Jayden Bogle",
        "attacker_role": "SS",
        "attacker_market_value": 16000000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.59,
        "defenders": [
          "Neco Williams"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.686,
        "duel_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.387,
        "xg_contribution": 0.2364,
        "shots_in_zone": 2.3,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.0,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Neco Williams",
            "role": "CB",
            "market_value": 26000000,
            "tackles_attempted": 2.1,
            "tackles_won": 2.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.613
          }
        ],
        "duel_analysis": "Jayden Bogle (SS) faces tough defensive resistance against Neco Williams in a direct 1v1 contest. Duel win probability: 39%.  Projected xG contribution: 0.236 — and is restricted in space and time on the ball."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.712,
      "away_midfield_power": 0.712,
      "home_creative_power": 0.915,
      "away_creative_power": 0.778,
      "home_defensive_power": 0.665,
      "away_defensive_power": 0.803,
      "home_dominance_ratio": 0.5,
      "home_midfield_count": 4,
      "away_midfield_count": 4,
      "home_midfield_players": [
        "Dan Ndoye",
        "Morgan Gibbs-White",
        "Xaver Schlager",
        "Ibrahim Sangaré"
      ],
      "away_midfield_players": [
        "Harry Wilson",
        "Brenden Aaronson",
        "Ethan Ampadu",
        "Anton Stach"
      ],
      "possession_advantage": "neutral",
      "estimated_possession_home_pct": 49.4,
      "estimated_possession_away_pct": 50.6,
      "home_pressing_actions_per_90": 7.9,
      "away_pressing_actions_per_90": 8.6,
      "home_key_passes_projected": 7.0,
      "away_key_passes_projected": 6.2,
      "home_throughball_threat": 3.3,
      "away_throughball_threat": 2.9,
      "key_personal_duel": "Morgan Gibbs-White vs Ethan Ampadu",
      "midfield_lambda_factor_home": 1.005,
      "midfield_lambda_factor_away": 1.006
    },
    "formation_analysis": {
      "home_formation": "3-4-2-1",
      "away_formation": "3-4-2-1",
      "home_tactical_bonus": 0.0,
      "away_tactical_bonus": 0.0,
      "formation_verdict": "Tactical parity between 3-4-2-1 and 3-4-2-1. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 1.765,
    "away_lambda": 1.107,
    "home_top_threat_zones": [
      "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle"
    ],
    "away_top_threat_zones": [
      "Shadow Striker vs Centre Back — Half-Space Threat",
      "Shadow Striker vs Centre Back — Half-Space Threat"
    ],
    "home_player_antagonists": {
      "Xaver Schlager": {
        "opponents": [
          "Brenden Aaronson",
          "Harry Wilson"
        ],
        "primary_zone": "LWB vs RWB",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Morgan Gibbs-White": {
        "opponents": [
          "Ethan Ampadu",
          "Anton Stach"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Dan Ndoye": {
        "opponents": [
          "Ethan Ampadu",
          "Anton Stach"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, midfield_pairing"
      },
      "Ibrahim Sangaré": {
        "opponents": [
          "Harry Wilson",
          "Brenden Aaronson"
        ],
        "primary_zone": "RWB vs LWB",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Igor Jesus": {
        "opponents": [
          "Jaka Bijol"
        ],
        "primary_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "source": "attacking_duel"
      },
      "Ola Aina": {
        "opponents": [
          "Jaka Bijol",
          "Joe Rodon"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Murillo": {
        "opponents": [
          "Jaka Bijol"
        ],
        "primary_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "source": "attacking_duel"
      },
      "Neco Williams": {
        "opponents": [
          "Dominic Calvert-Lewin",
          "James Justin",
          "Jayden Bogle"
        ],
        "primary_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "source": "defensive_duel"
      },
      "Nikola Milenković": {
        "opponents": [
          "James Justin"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Matz Sels": {
        "opponents": [
          "Dominic Calvert-Lewin",
          "Ethan Ampadu"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Ousmane Diomande": {
        "opponents": [
          "Dominic Calvert-Lewin"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Brenden Aaronson": {
        "opponents": [
          "Xaver Schlager",
          "Ibrahim Sangaré"
        ],
        "primary_zone": "LWB vs RWB",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Ethan Ampadu": {
        "opponents": [
          "Morgan Gibbs-White",
          "Dan Ndoye"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Harry Wilson": {
        "opponents": [
          "Ibrahim Sangaré",
          "Xaver Schlager"
        ],
        "primary_zone": "RWB vs LWB",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Jaka Bijol": {
        "opponents": [
          "Igor Jesus",
          "Ola Aina",
          "Murillo"
        ],
        "primary_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "source": "defensive_duel"
      },
      "Joe Rodon": {
        "opponents": [
          "Ola Aina"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Anton Stach": {
        "opponents": [
          "Morgan Gibbs-White",
          "Dan Ndoye"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, midfield_pairing"
      },
      "Dominic Calvert-Lewin": {
        "opponents": [
          "Neco Williams"
        ],
        "primary_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "source": "attacking_duel"
      },
      "James Justin": {
        "opponents": [
          "Neco Williams",
          "Nikola Milenković"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Jayden Bogle": {
        "opponents": [
          "Neco Williams"
        ],
        "primary_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "source": "attacking_duel"
      },
      "James Trafford": {
        "opponents": [
          "Igor Jesus",
          "Morgan Gibbs-White"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Tarik Muharemović": {
        "opponents": [
          "Igor Jesus"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Midfield is evenly contested — Morgan Gibbs-White vs Ethan Ampadu will be the pivotal duel. Total antagonist xG — Home: 1.18, Away: 1.14. Home danger zone: Central Mid vs Central Mid — Box-to-Box Midfield Contest. Away danger zone: Shadow Striker vs Centre Back — Half-Space Threat.",
    "lambda_factors": {
      "home_gk_opposition_factor": 0.9054,
      "away_gk_opposition_factor": 1.0071,
      "home_set_piece_bonus": 0.1673,
      "away_set_piece_bonus": 0.18,
      "home_defensive_solidity_vs": 0.9292,
      "away_defensive_solidity_vs": 0.8961,
      "home_midfield_factor": 1.005,
      "away_midfield_factor": 1.006,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.7021,
      "away_avg_quality": 0.6564,
      "avg_quality_gap": 0.0457,
      "squad_value_gap_log": 0.2948,
      "top5_value_gap_log": 0.388,
      "attack_value_gap_log": 0.1684,
      "elite_count_gap": 3,
      "combined_quality_gap": 0.1174,
      "stronger_lambda_boost": 0.2583,
      "weaker_lambda_suppression": 0.1644,
      "home_bench_lambda_bonus": 0.026,
      "away_bench_lambda_bonus": 0.033,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": false,
      "competitive_underdog_floor_applied": false,
      "competitive_underdog_floor": 1.02,
      "pre_competitive_floor_home_lambda": 1.765,
      "pre_competitive_floor_away_lambda": 1.107,
      "pre_calibration_home_lambda": 1.765,
      "pre_calibration_away_lambda": 1.107,
      "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": 1.765,
      "final_away_lambda": 1.107
    }
  },
  "home_standing": {
    "available": true,
    "team_position": 18,
    "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
  },
  "away_standing": {
    "available": true,
    "team_position": 13,
    "opponent_position": 18,
    "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": "2026-08-22T13:31:27Z"
}