{
  "match_info": {
    "home_team": "Netherlands",
    "away_team": "Morocco",
    "tournament": "FIFA World Cup",
    "date": "20260629",
    "timezone": "America/New_York",
    "home_formation": "4-3-3",
    "away_formation": "4-2-3-1"
  },
  "prediction": {
    "most_likely_score": "1-0",
    "home_goals": 1,
    "away_goals": 0,
    "most_likely_score_probability": 0.1197,
    "top_5_scorelines": [
      {
        "score": "1-0",
        "probability": 0.1197
      },
      {
        "score": "0-1",
        "probability": 0.0893
      },
      {
        "score": "2-1",
        "probability": 0.0889
      },
      {
        "score": "2-0",
        "probability": 0.0846
      },
      {
        "score": "1-2",
        "probability": 0.0666
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0872,
      "0-1": 0.0893,
      "0-2": 0.0475,
      "0-3": 0.0166,
      "0-4": 0.0044,
      "0-5": 0.0009,
      "1-0": 0.1197,
      "1-1": 0.1279,
      "1-2": 0.0666,
      "1-3": 0.0233,
      "1-4": 0.0061,
      "1-5": 0.0013,
      "2-0": 0.0846,
      "2-1": 0.0889,
      "2-2": 0.0467,
      "2-3": 0.0163,
      "2-4": 0.0043,
      "2-5": 0.0009,
      "3-0": 0.0396,
      "3-1": 0.0415,
      "3-2": 0.0218,
      "3-3": 0.0076,
      "3-4": 0.002,
      "4-0": 0.0139,
      "4-1": 0.0146,
      "4-2": 0.0076,
      "4-3": 0.0027,
      "4-4": 0.0007,
      "5-0": 0.0039,
      "5-1": 0.0041,
      "5-2": 0.0021,
      "5-3": 0.0008,
      "6-0": 0.0009,
      "6-1": 0.001,
      "6-2": 0.0005
    },
    "outcome": {
      "home_win": 0.4491,
      "draw": 0.2701,
      "away_win": 0.2808
    },
    "markets": {
      "over_2_5_goals": 0.4438,
      "under_2_5_goals": 0.5562,
      "btts_yes": 0.4912,
      "btts_no": 0.5088,
      "home_clean_sheet": 0.3499,
      "away_clean_sheet": 0.2461
    },
    "home_ratings": {
      "DR": 91.5,
      "MCR": 92.58,
      "ATR": 85.42,
      "GK": 85.18
    },
    "away_ratings": {
      "DR": 86.36,
      "MCR": 84.31,
      "ATR": 6.5,
      "GK": 91.28
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Netherlands vs Morocco. Most likely scoreline: 1-0. Lambdas derived from 5 home and 5 away individual player duels.",
      "key_player": "Projected scorer(s): Brian Brobbey",
      "tactical_analysis": "Tactical parity between 4-3-3 and 4-2-3-1. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Ryan Gravenberch vs Ayyoub Bouaddi will be the pivotal duel. Total antagonist xG — Home: 0.86, Away: 0.34. Home danger zone: Left Wing vs Right Back — Flank Battle. Away danger zone: Left Wing vs Right Back — Flank Battle."
    },
    "confidence": 0.73,
    "home_lambda": 1.402,
    "away_lambda": 1.05
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.4491,
      "draw": 0.2701,
      "away_win": 0.2808
    },
    "favorite": "Netherlands",
    "favorite_win_probability": 0.4491,
    "fair_spread": 0.352,
    "fair_total": 2.452,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Netherlands",
        "estimate": 1.402,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Morocco",
        "estimate": 1.05,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.4438,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.4912,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Netherlands",
        "estimate": 1.0,
        "probability": 0.3499,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Morocco",
        "estimate": 1.0,
        "probability": 0.2461,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Jan Paul van Hecke (Netherlands)",
        "estimate": 0.3593,
        "probability": 0.1001,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Issa Diop (Morocco)",
        "estimate": 0.4683,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Donyell Malen (Netherlands)",
        "estimate": 0.1356,
        "probability": 0.0662,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Bilal El Khannouss (Morocco)",
        "estimate": 0.1743,
        "probability": 0.0,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "high",
      "expected_total_goals": 2.452,
      "expected_total_shots": 29,
      "expected_total_passes": 1040,
      "expected_pressing_actions_per_90": 17.0,
      "possession_home_pct": 50.5,
      "possession_away_pct": 49.5,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "Netherlands",
      "favorite_win_probability": 0.4491,
      "script": "Netherlands is the fair winner side, but the baseline remains narrow: fair spread +0.35 goals and fair total 2.45.",
      "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 14 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Morocco must keep the match inside one goal.",
      "late_game": "A Netherlands lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Netherlands chance creation leans on Donyell Malen against Noussair Mazraoui in Left Wing vs Right Back — Flank Battle; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "Netherlands: starters carry the main goal usage through Brian Brobbey; bench watchlist: Jurriën Timber, Xavi Simons, Matthijs de Ligt.",
      "Morocco: starters carry the main goal usage through the highest xG attackers; bench watchlist: Chemsdine Talbi, Samir El Mourabet, Zakaria El Ouahdi.",
      "Assist usage should flow through Cody Gakpo; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Netherlands tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects high tempo, about 14 total first-half shots, and 1.23 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 Morocco is chasing, transition and set-piece volume become the primary live deviation signal."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Netherlands.",
      "Morocco 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": {
    "Netherlands": {
      "formation": "4-3-3",
      "players": {
        "Brian Brobbey": {
          "player_id": 910048,
          "position": "F",
          "position_depth": "F",
          "is_starter": true,
          "shirt_number": 19,
          "height": 180,
          "market_value": 32000000,
          "stats": {
            "expected_goals": 0.2282,
            "goal_rate": 0.9011,
            "goals": 1,
            "shots_on_target": 1,
            "expected_assists": 0.0308,
            "key_pass": 1,
            "rating": 84.5444,
            "minutes": 69,
            "total_shots": 2,
            "duels_won": 3,
            "aerial_won": 2,
            "total_pass": 11,
            "accurate_pass": 9,
            "total_long_balls": 2,
            "accurate_long_balls": 1,
            "total_opp_half_passes": 8,
            "accurate_opp_half_passes": 7,
            "crosses_total": 1,
            "crosses_accurate": 0,
            "touches": 20,
            "possession_lost": 5.701,
            "dispossessed": 1.0696,
            "duels_lost": 4,
            "aerial_lost": 2,
            "total_contest": 2,
            "won_contest": 0,
            "ball_recovery": 2,
            "challenges_lost": 0,
            "fouls": 2,
            "fouls_drawn": 2,
            "assists": 0,
            "shots_off_target": 2,
            "interceptions": 0,
            "tackles_won": 1,
            "tackles": 1,
            "clearances": 1,
            "blocks": 1,
            "big_chances_created": 0,
            "big_chances_missed": 2,
            "xgot": 0.9519,
            "offsides": 1,
            "ball_carries": 5,
            "total_progression": 15,
            "progressive_carries": 1,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.4,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.247,
            "pressing_faced": "LOW",
            "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "numerical_situation": "1v2",
            "opponent_defenders": "Issa Diop, Chadi Riad",
            "opponent_faced": "Issa Diop, Chadi Riad",
            "antagonist_source": "attacking_duel",
            "projected_goals": 1,
            "goal_probability": 0.2781,
            "projected_assists": 0,
            "assist_probability": 0.0745,
            "fifa_overall": 77.0
          },
          "latest_10_games": [
            {
              "match_id": 15186973,
              "match_date": "2026-06-25",
              "home_team": "Tunisia",
              "away_team": "Netherlands",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Netherlands",
              "opponent": "Tunisia",
              "stats": {
                "minutes": 77,
                "rating": 7.2,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.5429,
                "expected_assists": 0.0652,
                "total_shots": 2,
                "shots_on_target": 1,
                "total_pass": 7,
                "accurate_pass": 6,
                "key_pass": 3,
                "tackles": 1,
                "tackles_won": 1,
                "duels_won": 1,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 15186957,
              "match_date": "2026-06-20",
              "home_team": "Netherlands",
              "away_team": "Sweden",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Netherlands",
              "opponent": "Sweden",
              "stats": {
                "minutes": 72,
                "rating": 8.3,
                "goal_rate": 2.0,
                "goals": 2,
                "assists": 0,
                "expected_goals": 1.2927,
                "expected_assists": 0.0077,
                "total_shots": 2,
                "shots_on_target": 2,
                "total_pass": 6,
                "accurate_pass": 5,
                "key_pass": 2,
                "aerial_won": 2,
                "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": 15186945,
              "match_date": "2026-06-14",
              "home_team": "Netherlands",
              "away_team": "Japan",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Netherlands",
              "opponent": "Japan",
              "stats": {
                "minutes": 12,
                "rating": 6.5,
                "assists": 0,
                "total_shots": 0,
                "clearances": 1
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 14023966,
              "match_date": "2026-05-24",
              "home_team": "Sunderland",
              "away_team": "Chelsea",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Sunderland",
              "opponent": "Chelsea",
              "stats": {
                "minutes": 61,
                "rating": 6.4,
                "assists": 0,
                "expected_goals": 0.9054,
                "expected_assists": 0.0063,
                "total_shots": 4,
                "shots_on_target": 1,
                "shots_off_target": 2,
                "total_pass": 9,
                "accurate_pass": 8,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 4,
                "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"
            },
            {
              "match_id": 14023955,
              "match_date": "2026-05-17",
              "home_team": "Everton",
              "away_team": "Sunderland",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Sunderland",
              "opponent": "Everton",
              "stats": {
                "minutes": 77,
                "rating": 7.3,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.3287,
                "expected_assists": 0.0057,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 12,
                "accurate_pass": 8,
                "tackles": 1,
                "clearances": 1,
                "duels_won": 2,
                "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"
            },
            {
              "match_id": 14023938,
              "match_date": "2026-05-09",
              "home_team": "Sunderland",
              "away_team": "Manchester United",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Sunderland",
              "opponent": "Manchester United",
              "stats": {
                "minutes": 90,
                "rating": 7.4,
                "assists": 0,
                "expected_goals": 0.1772,
                "expected_assists": 0.1063,
                "total_shots": 3,
                "shots_on_target": 2,
                "shots_off_target": 1,
                "total_pass": 19,
                "accurate_pass": 15,
                "key_pass": 3,
                "clearances": 2,
                "aerial_won": 4,
                "duels_won": 4,
                "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"
            }
          ],
          "ranking": {
            "global_player_rank": 15175,
            "combined_rank_score": 800.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 1524.0,
            "fifa_overall": 77.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 12,
            "squad_role": "starter",
            "projected_match_rating": 7.5444,
            "source_file": "data/player_rankings.csv",
            "player_name": "Brian Brobbey",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Ilkhomzhon Vakhobov",
                  "ranking": 15170
                },
                {
                  "player_name": "Lee Min-Ki",
                  "ranking": 15171
                },
                {
                  "player_name": "Chris Führich",
                  "ranking": 15172
                },
                {
                  "player_name": "Temur Ismoilov",
                  "ranking": 15173
                },
                {
                  "player_name": "Harrison Steele",
                  "ranking": 15174
                }
              ],
              "lower": [
                {
                  "player_name": "Igor Jesus",
                  "ranking": 15176
                },
                {
                  "player_name": "Claudio Aquino",
                  "ranking": 15177
                },
                {
                  "player_name": "Yashnarbek  Berdirakhmonov",
                  "ranking": 15178
                },
                {
                  "player_name": "Oliver Dragicevic",
                  "ranking": 15179
                },
                {
                  "player_name": "Jesús Rivas",
                  "ranking": 15180
                }
              ]
            }
          }
        },
        "Donyell Malen": {
          "player_id": 803039,
          "position": "F",
          "position_depth": "F",
          "is_starter": true,
          "shirt_number": 18,
          "height": 176,
          "market_value": 48000000,
          "stats": {
            "expected_goals": 0.3236,
            "goal_rate": 0.0012,
            "goals": 0,
            "shots_on_target": 1,
            "expected_assists": 0.1356,
            "key_pass": 0,
            "rating": 86.2933,
            "minutes": 85,
            "total_shots": 2,
            "duels_won": 4,
            "aerial_won": 1,
            "total_pass": 14,
            "accurate_pass": 11,
            "total_long_balls": 1,
            "accurate_long_balls": 1,
            "total_opp_half_passes": 12,
            "accurate_opp_half_passes": 9,
            "crosses_total": 2,
            "crosses_accurate": 1,
            "touches": 31,
            "possession_lost": 12.3193,
            "dispossessed": 2.6281,
            "duels_lost": 5,
            "aerial_lost": 1,
            "total_contest": 6,
            "won_contest": 3,
            "ball_recovery": 3,
            "challenges_lost": 1,
            "fouls": 2,
            "fouls_drawn": 2,
            "assists": 0,
            "shots_off_target": 1,
            "interceptions": 2,
            "tackles_won": 2,
            "tackles": 2,
            "clearances": 1,
            "blocks": 0,
            "big_chances_created": 1,
            "big_chances_missed": 2,
            "xgot": 1.1389,
            "offsides": 1,
            "ball_carries": 10,
            "total_progression": 31,
            "progressive_carries": 2,
            "dribbles_attempted": 4,
            "dribbles_successful": 1.9,
            "crosses_attempted": 2.6,
            "duel_win_rate": 0.547,
            "pressing_faced": "LOW",
            "matchup_zone": "Left Wing vs Right Back — Flank Battle",
            "numerical_situation": "1v1",
            "opponent_defenders": "Noussair Mazraoui",
            "opponent_faced": "Noussair Mazraoui",
            "antagonist_source": "attacking_duel",
            "projected_goals": 0,
            "goal_probability": 0.1907,
            "projected_assists": 0,
            "assist_probability": 0.0662,
            "fifa_overall": 79.0
          },
          "latest_10_games": [
            {
              "match_id": 15186973,
              "match_date": "2026-06-25",
              "home_team": "Tunisia",
              "away_team": "Netherlands",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Netherlands",
              "opponent": "Tunisia",
              "stats": {
                "minutes": 72,
                "rating": 6.7,
                "assists": 0,
                "expected_goals": 0.0685,
                "expected_assists": 0.1537,
                "total_shots": 2,
                "shots_off_target": 2,
                "total_pass": 20,
                "accurate_pass": 18,
                "key_pass": 3,
                "duels_won": 4,
                "ball_recovery": 4
              },
              "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": 15186957,
              "match_date": "2026-06-20",
              "home_team": "Netherlands",
              "away_team": "Sweden",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Netherlands",
              "opponent": "Sweden",
              "stats": {
                "minutes": 45,
                "rating": 6.7,
                "assists": 0,
                "expected_assists": 0.0543,
                "total_shots": 0,
                "total_pass": 7,
                "accurate_pass": 6,
                "key_pass": 1,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 15186945,
              "match_date": "2026-06-14",
              "home_team": "Netherlands",
              "away_team": "Japan",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Netherlands",
              "opponent": "Japan",
              "stats": {
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              "home_team": "Brazil",
              "away_team": "Morocco",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Morocco",
              "opponent": "Brazil",
              "stats": {
                "minutes": 25,
                "rating": 6.5,
                "assists": 0,
                "expected_assists": 0.0051,
                "total_shots": 0,
                "total_pass": 9,
                "accurate_pass": 9,
                "clearances": 1,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 14023955,
              "match_date": "2026-05-17",
              "home_team": "Everton",
              "away_team": "Sunderland",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Sunderland",
              "opponent": "Everton",
              "stats": {
                "minutes": 30,
                "rating": 6.5,
                "assists": 0,
                "expected_assists": 0.0007,
                "total_shots": 0,
                "total_pass": 7,
                "accurate_pass": 3,
                "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": 14023938,
              "match_date": "2026-05-09",
              "home_team": "Sunderland",
              "away_team": "Manchester United",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Sunderland",
              "opponent": "Manchester United",
              "stats": {
                "minutes": 79,
                "rating": 6.4,
                "assists": 0,
                "expected_goals": 0.0494,
                "expected_assists": 0.0375,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 26,
                "accurate_pass": 22,
                "tackles": 1,
                "clearances": 1,
                "duels_won": 1,
                "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"
            }
          ],
          "ranking": {
            "global_player_rank": 17054,
            "combined_rank_score": 1682.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 3285.0,
            "fifa_overall": 73.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 6,
            "squad_role": "substitute",
            "projected_match_rating": 6.7069,
            "source_file": "data/player_rankings.csv",
            "player_name": "Chemsdine Talbi",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Luciano Vietto",
                  "ranking": 17049
                },
                {
                  "player_name": "Jordan Ayew",
                  "ranking": 17050
                },
                {
                  "player_name": "Antonio Sánchez",
                  "ranking": 17051
                },
                {
                  "player_name": "Amar Dedić",
                  "ranking": 17052
                },
                {
                  "player_name": "Oliver Burke",
                  "ranking": 17053
                }
              ],
              "lower": [
                {
                  "player_name": "Yann Aurel Bisseck",
                  "ranking": 17055
                },
                {
                  "player_name": "Cláudio Ramos",
                  "ranking": 17056
                },
                {
                  "player_name": "Mahmoud Dahoud",
                  "ranking": 17057
                },
                {
                  "player_name": "Víctor Ignacio Malcorra",
                  "ranking": 17058
                },
                {
                  "player_name": "Matías Catalán",
                  "ranking": 17059
                }
              ]
            }
          }
        },
        "Gessime Yassine": {
          "player_id": 1638338,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 16,
          "height": 172,
          "market_value": 13100000,
          "stats": {
            "expected_goals": 0.0035,
            "goal_rate": 0.0979,
            "goals": 0,
            "shots_on_target": 0,
            "expected_assists": 0.002,
            "key_pass": 0,
            "rating": 72.2369,
            "minutes": 26,
            "total_shots": 0,
            "duels_won": 0,
            "aerial_won": 0,
            "total_pass": 2,
            "accurate_pass": 2,
            "total_long_balls": 0,
            "accurate_long_balls": 0,
            "total_opp_half_passes": 1,
            "accurate_opp_half_passes": 1,
            "crosses_total": 0,
            "crosses_accurate": 0,
            "touches": 3,
            "possession_lost": 0.5827,
            "dispossessed": 0.0,
            "duels_lost": 1,
            "aerial_lost": 0,
            "total_contest": 0,
            "won_contest": 0,
            "ball_recovery": 1,
            "challenges_lost": 1,
            "fouls": 0,
            "fouls_drawn": 0,
            "assists": 0,
            "shots_off_target": 0,
            "interceptions": 0,
            "tackles_won": 0,
            "tackles": 0,
            "clearances": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.2884,
            "offsides": 0,
            "ball_carries": 1,
            "total_progression": 6,
            "progressive_carries": 0,
            "bench_appearance_probability": 0.58,
            "bench_expected_minutes": 25.77,
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 65.0
          },
          "latest_10_games": [
            {
              "match_id": 15186864,
              "match_date": "2026-06-24",
              "home_team": "Morocco",
              "away_team": "Haiti",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Morocco",
              "opponent": "Haiti",
              "stats": {
                "minutes": 20,
                "rating": 7.6,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.903,
                "expected_assists": 0.0112,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 7,
                "accurate_pass": 6,
                "tackles": 1,
                "duels_won": 2,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 14064518,
              "match_date": "2026-05-10",
              "home_team": "Angers",
              "away_team": "RC Strasbourg",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "RC Strasbourg",
              "opponent": "Angers",
              "stats": {
                "minutes": 15,
                "rating": 6.3,
                "assists": 0,
                "expected_assists": 0.0018,
                "total_shots": 0,
                "total_pass": 6,
                "accurate_pass": 5,
                "tackles": 1,
                "duels_won": 1,
                "ball_recovery": 2
              },
              "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",
              "home_team": "RC Strasbourg",
              "away_team": "Toulouse",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "RC Strasbourg",
              "opponent": "Toulouse",
              "stats": {
                "minutes": 90,
                "rating": 6.3,
                "assists": 0,
                "expected_goals": 0.044,
                "expected_assists": 0.0202,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 23,
                "accurate_pass": 15,
                "tackles": 1,
                "tackles_won": 1,
                "clearances": 1,
                "duels_won": 4,
                "ball_recovery": 4
              },
              "has_player_stats": true,
              "league_name": "Ligue 1",
              "league_id": "34",
              "league_slug": "ligue-1",
              "league_country": "France",
              "season_id": "77356",
              "season_name": "Ligue 1 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 21681,
            "combined_rank_score": 5570.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 10974.0,
            "fifa_overall": 65.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 12,
            "squad_role": "substitute",
            "projected_match_rating": 7.2369,
            "source_file": "data/player_rankings.csv",
            "player_name": "Gessime Yassine",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "James Pantemis",
                  "ranking": 21676
                },
                {
                  "player_name": "Leon Jensen",
                  "ranking": 21677
                },
                {
                  "player_name": "Jin-su Seo",
                  "ranking": 21678
                },
                {
                  "player_name": "Maximiliano Amarfil",
                  "ranking": 21679
                },
                {
                  "player_name": "Adrian Zeljković",
                  "ranking": 21680
                }
              ],
              "lower": [
                {
                  "player_name": "Jakov Medić",
                  "ranking": 21682
                },
                {
                  "player_name": "Nick Fichtinger",
                  "ranking": 21683
                },
                {
                  "player_name": "Bill Tuiloma",
                  "ranking": 21684
                },
                {
                  "player_name": "Imanol Machuca",
                  "ranking": 21685
                },
                {
                  "player_name": "Nishan Velupillay",
                  "ranking": 21686
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 0,
        "expected_goals": 1.05,
        "expected_assists": 0.92,
        "total_shots": 14,
        "shots_on_target": 11,
        "total_passes": 489,
        "interceptions": 6,
        "tackles": 14,
        "avg_rating": 85.69,
        "possession_estimated_pct": 49.5,
        "pressing_actions_per_90": 8.3
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Donyell Malen",
        "attacker_role": "LW",
        "attacker_market_value": 48000000,
        "attacker_height": 176,
        "attacker_skill_quality": 0.817,
        "defenders": [
          "Noussair Mazraoui"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.606,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.547,
        "xg_contribution": 0.395,
        "shots_in_zone": 2.1,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.9,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.6,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Noussair Mazraoui",
            "role": "RB",
            "market_value": 17500000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.6,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.8,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.453
          }
        ],
        "duel_analysis": "Donyell Malen (LW) is slightly favored against Noussair Mazraoui in a direct 1v1 contest. Duel win probability: 55%. The quality gap is significant (€48M vs €18M avg). Projected xG contribution: 0.395 — creating consistent moderate threat."
      },
      {
        "attacker": "Denzel Dumfries",
        "attacker_role": "RW",
        "attacker_market_value": 26000000,
        "attacker_height": 189,
        "attacker_skill_quality": 0.686,
        "defenders": [
          "Achraf Hakimi"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.884,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.423,
        "xg_contribution": 0.0529,
        "shots_in_zone": 1.8,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.5,
        "aerial_duels": 2,
        "aerial_won": 1.3,
        "crosses_in_zone": 2.3,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Achraf Hakimi",
            "role": "LB",
            "market_value": 82000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.0,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.577
          }
        ],
        "duel_analysis": "Denzel Dumfries (RW) is evenly matched against Achraf Hakimi in a direct 1v1 contest. Duel win probability: 42%. The quality gap is significant (€26M vs €82M avg). Projected xG contribution: 0.053 — with neither side clearly dominant."
      },
      {
        "attacker": "Brian Brobbey",
        "attacker_role": "ST",
        "attacker_market_value": 32000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.732,
        "defenders": [
          "Issa Diop",
          "Chadi Riad"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.538,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.247,
        "xg_contribution": 0.2785,
        "shots_in_zone": 2.3,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "aerial_duels": 3,
        "aerial_won": 1.6,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.6,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Issa Diop",
            "role": "CB",
            "market_value": 8199999,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.7,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.753
          },
          {
            "player": "Chadi Riad",
            "role": "CB",
            "market_value": 14600000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.8,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.753
          }
        ],
        "duel_analysis": "Brian Brobbey (ST) is heavily outmatched defensively against Issa Diop and Chadi Riad in a 2-defender block. Duel win probability: 25%. The quality gap is significant (€32M vs €11M avg). Projected xG contribution: 0.279 — with very limited chance creation expected."
      },
      {
        "attacker": "Frenkie de Jong",
        "attacker_role": "CDM",
        "attacker_market_value": 32000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.732,
        "defenders": [
          "Neil El Aynaoui"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.65,
        "duel_zone": "CDM vs CDM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.433,
        "xg_contribution": 0.0734,
        "shots_in_zone": 1.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Neil El Aynaoui",
            "role": "CDM",
            "market_value": 22000000,
            "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": 0.9,
            "defensive_success_rate": 0.567
          }
        ],
        "duel_analysis": "Frenkie de Jong (CDM) is evenly matched against Neil El Aynaoui in a direct 1v1 contest. Duel win probability: 43%.  Projected xG contribution: 0.073 — with neither side clearly dominant."
      },
      {
        "attacker": "Tijjani Reijnders",
        "attacker_role": "CM",
        "attacker_market_value": 48000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.817,
        "defenders": [
          "Neil El Aynaoui"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.65,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.521,
        "xg_contribution": 0.0596,
        "shots_in_zone": 1.8,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.4,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Neil El Aynaoui",
            "role": "CDM",
            "market_value": 22000000,
            "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": 0.8,
            "defensive_success_rate": 0.479
          }
        ],
        "duel_analysis": "Tijjani Reijnders (CM) is slightly favored against Neil El Aynaoui in a direct 1v1 contest. Duel win probability: 52%. The quality gap is significant (€48M vs €22M avg). Projected xG contribution: 0.060 — creating consistent moderate threat."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Ismael Saibari",
        "attacker_role": "LW",
        "attacker_market_value": 44000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.8,
        "defenders": [
          "Cody Gakpo"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.848,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.427,
        "xg_contribution": 0.131,
        "shots_in_zone": 1.8,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.5,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Cody Gakpo",
            "role": "RB",
            "market_value": 58000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.0,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.573
          }
        ],
        "duel_analysis": "Ismael Saibari (LW) is evenly matched against Cody Gakpo in a direct 1v1 contest. Duel win probability: 43%.  Projected xG contribution: 0.131 — with neither side clearly dominant."
      },
      {
        "attacker": "Bilal El Khannouss",
        "attacker_role": "RW",
        "attacker_market_value": 32000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.732,
        "defenders": [
          "Jan Paul van Hecke"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.821,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.404,
        "xg_contribution": 0.0653,
        "shots_in_zone": 1.8,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.4,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.4,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Jan Paul van Hecke",
            "role": "LB",
            "market_value": 49000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.0,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.596
          }
        ],
        "duel_analysis": "Bilal El Khannouss (RW) faces tough defensive resistance against Jan Paul van Hecke in a direct 1v1 contest. Duel win probability: 40%. The quality gap is significant (€32M vs €49M avg). Projected xG contribution: 0.065 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Brahim Díaz",
        "attacker_role": "CAM",
        "attacker_market_value": 37000000,
        "attacker_height": 170,
        "attacker_skill_quality": 0.764,
        "defenders": [
          "Frenkie de Jong"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.732,
        "duel_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.434,
        "xg_contribution": 0.0573,
        "shots_in_zone": 2.2,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Frenkie de Jong",
            "role": "CDM",
            "market_value": 32000000,
            "tackles_attempted": 2.2,
            "tackles_won": 1.9,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.2,
            "defensive_success_rate": 0.566
          }
        ],
        "duel_analysis": "Brahim Díaz (CAM) is evenly matched against Frenkie de Jong in a direct 1v1 contest. Duel win probability: 43%.  Projected xG contribution: 0.057 — with neither side clearly dominant."
      },
      {
        "attacker": "Azzedine Ounahi",
        "attacker_role": "ST",
        "attacker_market_value": 10300000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.526,
        "defenders": [
          "Micky van de Ven",
          "Virgil van Dijk"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.703,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0284,
        "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": 1.5,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Micky van de Ven",
            "role": "CB",
            "market_value": 49000000,
            "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": "Virgil van Dijk",
            "role": "CB",
            "market_value": 15500000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.8,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Azzedine Ounahi (ST) is heavily outmatched defensively against Micky van de Ven and Virgil van Dijk in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€10M vs €32M avg). Projected xG contribution: 0.028 — with very limited chance creation expected."
      },
      {
        "attacker": "Neil El Aynaoui",
        "attacker_role": "CDM",
        "attacker_market_value": 22000000,
        "attacker_height": 186,
        "attacker_skill_quality": 0.65,
        "defenders": [
          "Tijjani Reijnders"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.817,
        "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.329,
        "xg_contribution": 0.0575,
        "shots_in_zone": 0.9,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Tijjani Reijnders",
            "role": "CM",
            "market_value": 48000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.671
          }
        ],
        "duel_analysis": "Neil El Aynaoui (CDM) faces tough defensive resistance against Tijjani Reijnders in a direct 1v1 contest. Duel win probability: 33%. The quality gap is significant (€22M vs €48M avg). Projected xG contribution: 0.057 — and is restricted in space and time on the ball."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.844,
      "away_midfield_power": 0.793,
      "home_creative_power": 0.642,
      "away_creative_power": 0.791,
      "home_defensive_power": 0.777,
      "away_defensive_power": 0.73,
      "home_dominance_ratio": 0.515,
      "home_midfield_count": 5,
      "away_midfield_count": 6,
      "home_midfield_players": [
        "Tijjani Reijnders",
        "Frenkie de Jong",
        "Ryan Gravenberch",
        "Denzel Dumfries",
        "Cody Gakpo"
      ],
      "away_midfield_players": [
        "Ismael Saibari",
        "Bilal El Khannouss",
        "Azzedine Ounahi",
        "Brahim Díaz",
        "Neil El Aynaoui",
        "Ayyoub Bouaddi"
      ],
      "possession_advantage": "neutral",
      "estimated_possession_home_pct": 50.5,
      "estimated_possession_away_pct": 49.5,
      "home_pressing_actions_per_90": 8.7,
      "away_pressing_actions_per_90": 8.3,
      "home_key_passes_projected": 5.4,
      "away_key_passes_projected": 6.2,
      "home_throughball_threat": 2.5,
      "away_throughball_threat": 3.0,
      "key_personal_duel": "Ryan Gravenberch vs Ayyoub Bouaddi",
      "midfield_lambda_factor_home": 0.999,
      "midfield_lambda_factor_away": 0.997
    },
    "formation_analysis": {
      "home_formation": "4-3-3",
      "away_formation": "4-2-3-1",
      "home_tactical_bonus": 0.03,
      "away_tactical_bonus": -0.01,
      "formation_verdict": "Tactical parity between 4-3-3 and 4-2-3-1. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 1.402,
    "away_lambda": 1.05,
    "home_top_threat_zones": [
      "Left Wing vs Right Back — Flank Battle",
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle"
    ],
    "away_top_threat_zones": [
      "Left Wing vs Right Back — Flank Battle",
      "Right Wing vs Left Back — Flank Battle"
    ],
    "home_player_antagonists": {
      "Donyell Malen": {
        "opponents": [
          "Noussair Mazraoui"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel"
      },
      "Denzel Dumfries": {
        "opponents": [
          "Achraf Hakimi",
          "Bilal El Khannouss"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Brian Brobbey": {
        "opponents": [
          "Issa Diop",
          "Chadi Riad"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Frenkie de Jong": {
        "opponents": [
          "Neil El Aynaoui",
          "Brahim Díaz",
          "Azzedine Ounahi"
        ],
        "primary_zone": "CDM vs CDM",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Tijjani Reijnders": {
        "opponents": [
          "Neil El Aynaoui"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Cody Gakpo": {
        "opponents": [
          "Ismael Saibari"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel, midfield_pairing"
      },
      "Jan Paul van Hecke": {
        "opponents": [
          "Bilal El Khannouss"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Micky van de Ven": {
        "opponents": [
          "Azzedine Ounahi"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Virgil van Dijk": {
        "opponents": [
          "Azzedine Ounahi"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Ryan Gravenberch": {
        "opponents": [
          "Ayyoub Bouaddi"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Bart Verbruggen": {
        "opponents": [
          "Ayyoub Bouaddi",
          "Ismael Saibari"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Noussair Mazraoui": {
        "opponents": [
          "Donyell Malen"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Achraf Hakimi": {
        "opponents": [
          "Denzel Dumfries"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Issa Diop": {
        "opponents": [
          "Brian Brobbey"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Chadi Riad": {
        "opponents": [
          "Brian Brobbey"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Neil El Aynaoui": {
        "opponents": [
          "Frenkie de Jong",
          "Tijjani Reijnders"
        ],
        "primary_zone": "CDM vs CDM",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Ismael Saibari": {
        "opponents": [
          "Cody Gakpo"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Bilal El Khannouss": {
        "opponents": [
          "Jan Paul van Hecke",
          "Denzel Dumfries"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Brahim Díaz": {
        "opponents": [
          "Frenkie de Jong"
        ],
        "primary_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Azzedine Ounahi": {
        "opponents": [
          "Micky van de Ven",
          "Virgil van Dijk",
          "Frenkie de Jong"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Ayyoub Bouaddi": {
        "opponents": [
          "Ryan Gravenberch"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Yassine Bounou": {
        "opponents": [
          "Donyell Malen",
          "Brian Brobbey"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Midfield is evenly contested — Ryan Gravenberch vs Ayyoub Bouaddi will be the pivotal duel. Total antagonist xG — Home: 0.86, Away: 0.34. Home danger zone: Left Wing vs Right Back — Flank Battle. Away danger zone: Left Wing vs Right Back — Flank Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 1.0112,
      "away_gk_opposition_factor": 0.8767,
      "home_set_piece_bonus": 0.18,
      "away_set_piece_bonus": 0.1586,
      "home_defensive_solidity_vs": 0.9369,
      "away_defensive_solidity_vs": 0.9045,
      "home_midfield_factor": 0.999,
      "away_midfield_factor": 0.997,
      "stage_discount": 0.92,
      "quality_gap_applied": true,
      "home_avg_quality": 0.7744,
      "away_avg_quality": 0.6875,
      "avg_quality_gap": 0.0869,
      "squad_value_gap_log": 0.3153,
      "top5_value_gap_log": 0.1503,
      "attack_value_gap_log": 0.4881,
      "elite_count_gap": 3,
      "combined_quality_gap": 0.1138,
      "stronger_lambda_boost": 0.2504,
      "weaker_lambda_suppression": 0.1594,
      "home_bench_lambda_bonus": 0.0854,
      "away_bench_lambda_bonus": 0.0211,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": false,
      "competitive_underdog_floor_applied": true,
      "competitive_underdog_floor": 1.05,
      "pre_competitive_floor_home_lambda": 1.402,
      "pre_competitive_floor_away_lambda": 0.65,
      "pre_calibration_home_lambda": 1.4024,
      "pre_calibration_away_lambda": 0.6191,
      "competition_calibration_applied": false,
      "competition_calibration_reason": "no_sofascore_matches_data",
      "competition_calibration_samples": 0,
      "competition_observed_total_goals": 0.0,
      "competition_calibration_scale": 1.0,
      "neutral_share_preserved": true,
      "final_home_lambda": 1.402,
      "final_away_lambda": 1.05
    }
  },
  "home_standing": {
    "available": false,
    "team_position": null,
    "opponent_position": null,
    "standing_lambda_multiplier": 1.0,
    "attack_index": null,
    "defense_concede_index": null,
    "form_multiplier": null,
    "team_attack_rate_contextual": null,
    "opp_defense_rate_contextual": null,
    "team_ppg": null,
    "opponent_ppg": null
  },
  "away_standing": {
    "available": false,
    "team_position": null,
    "opponent_position": null,
    "standing_lambda_multiplier": 1.0,
    "attack_index": null,
    "defense_concede_index": null,
    "form_multiplier": null,
    "team_attack_rate_contextual": null,
    "opp_defense_rate_contextual": null,
    "team_ppg": null,
    "opponent_ppg": null
  },
  "timestamp": "2026-06-29T13:31:26Z"
}