{ "match_info": { "home_team": "Qatar", "away_team": "Switzerland", "tournament": "FIFA World Cup", "date": "20260613", "timezone": "America/New_York", "home_formation": "4-3-3", "away_formation": "4-2-3-1" }, "prediction": { "most_likely_score": "1-1", "home_goals": 1, "away_goals": 1, "most_likely_score_probability": 0.1201, "top_5_scorelines": [ { "score": "1-1", "probability": 0.1201 }, { "score": "0-1", "probability": 0.1126 }, { "score": "1-2", "probability": 0.0947 }, { "score": "0-2", "probability": 0.0902 }, { "score": "1-0", "probability": 0.0741 } ], "scoreline_probabilities": { "0-0": 0.0724, "0-1": 0.1126, "0-2": 0.0902, "0-3": 0.0478, "0-4": 0.019, "0-5": 0.006, "0-6": 0.0016, "1-0": 0.0741, "1-1": 0.1201, "1-2": 0.0947, "1-3": 0.0502, "1-4": 0.0199, "1-5": 0.0063, "1-6": 0.0017, "2-0": 0.0394, "2-1": 0.0626, "2-2": 0.0497, "2-3": 0.0263, "2-4": 0.0105, "2-5": 0.0033, "2-6": 0.0009, "3-0": 0.0138, "3-1": 0.0219, "3-2": 0.0174, "3-3": 0.0092, "3-4": 0.0037, "3-5": 0.0012, "4-0": 0.0036, "4-1": 0.0057, "4-2": 0.0046, "4-3": 0.0024, "4-4": 0.001, "5-0": 0.0008, "5-1": 0.0012, "5-2": 0.001, "5-3": 0.0005 }, "outcome": { "home_win": 0.2498, "draw": 0.2525, "away_win": 0.4977 }, "markets": { "over_2_5_goals": 0.4913, "under_2_5_goals": 0.5087, "btts_yes": 0.5183, "btts_no": 0.4817, "home_clean_sheet": 0.2041, "away_clean_sheet": 0.3499 }, "home_ratings": { "DR": 86.1, "MCR": 88.5, "ATR": 6.5, "GK": 87.02 }, "away_ratings": { "DR": 84.45, "MCR": 83.46, "ATR": 83.73, "GK": 93.65 }, "insights": { "summary": "Antagonist matchup analysis for Qatar vs Switzerland. Most likely scoreline: 1-1. Lambdas derived from 2 home and 5 away individual player duels.", "key_player": "Projected scorer(s): Akram Afif, Johan Manzambi", "tactical_analysis": "Tactical parity between 4-3-3 and 4-2-3-1. Match outcome driven primarily by individual player quality. Away midfield dictates play with ~53% possession expected (Akram Afif vs Johan Manzambi). Total antagonist xG — Home: 0.15, Away: 0.89. Home danger zone: Central Mid vs Defensive Mid — Pressing/Creation Duel. Away danger zone: Attacking Mid vs Single Holding Mid — Space Creator Duel." }, "confidence": 0.75, "home_lambda": 1.05, "away_lambda": 1.589 }, "teams": { "Qatar": { "formation": "4-3-3", "players": { "Akram Afif": { "player_id": 794541, "position": "M", "position_depth": "M", "is_starter": true, "shirt_number": 11, "height": 177, "market_value": 7500000, "stats": { "key_pass": 5, "expected_assists": 0.0, "assists": 0, "expected_goals": 0.0, "rating": 92.1836, "minutes": 87, "total_pass": 39, "accurate_pass": 30, "ball_recovery": 3, "duels_won": 3, "total_shots": 3, "total_long_balls": 3, "accurate_long_balls": 2, "total_own_half_passes": 6, "accurate_own_half_passes": 6, "total_opp_half_passes": 33, "accurate_opp_half_passes": 24, "crosses_total": 8, "crosses_accurate": 3, "touches": 61, "possession_lost": 21.1534, "dispossessed": 0.9978, "duels_lost": 4, "aerial_won": 2, "aerial_lost": 1, "interceptions": 1, "tackles_won": 1, "tackles": 1, "clearances": 0, "total_contest": 2, "won_contest": 1, "challenges_lost": 1, "fouls": 1, "fouls_drawn": 2, "goal_rate": 1.3271, "goals": 1, "shots_on_target": 2, "shots_off_target": 2, "blocks": 0, "big_chances_created": 2, "big_chances_missed": 1, "xgot": 0.0, "ball_carries": 37, "total_progression": 187, "progressive_carries": 9, "opponent_faced": "Silvan Widmer", "matchup_zone": "Midfield lane", "antagonist_source": "midfield_pairing", "fifa_overall": 85.0, "projected_goals": 1, "goal_probability": 0.4437 }, "latest_10_games": [ { "match_id": 15603927, "match_date": "2026-04-27", "home_team": "Al-Sadd", "away_team": "Al Shamal SC", "team_side": "home", "is_starting_11": 1, "team": "Al-Sadd", "opponent": "Al Shamal SC", "stats": { "minutes": 89, "rating": 8.7, "goal_rate": 1.0, "goals": 1, "assists": 0, "total_shots": 1, "shots_on_target": 1, "total_pass": 42, "accurate_pass": 33, "key_pass": 4, "interceptions": 1, "duels_won": 2, "ball_recovery": 4 }, "has_player_stats": true, "league_name": "Stars League", "league_id": "825", "league_slug": "stars-league", "league_country": "Qatar", "season_id": "77227", "season_name": "Stars League 25/26", "season_year": "25/26" }, { "match_id": 15603918, "match_date": "2026-04-08", "home_team": "Al-Sailiya", "away_team": "Al-Sadd", "team_side": "away", "is_starting_11": 1, "team": "Al-Sadd", "opponent": "Al-Sailiya", "stats": { "minutes": 90, "rating": 8.7, "goal_rate": 2.0, "goals": 2, "assists": 0, "total_shots": 5, "shots_on_target": 3, "shots_off_target": 2, "total_pass": 62, "accurate_pass": 48, "key_pass": 7, "duels_won": 3, "ball_recovery": 5 }, "has_player_stats": true, "league_name": "Stars League", "league_id": "825", "league_slug": "stars-league", "league_country": "Qatar", "season_id": "77227", "season_name": "Stars League 25/26", "season_year": "25/26" }, { "match_id": 15603910, "match_date": "2026-04-04", "home_team": "Al-Rayyan", "away_team": "Al-Sadd", "team_side": "away", "is_starting_11": 1, "team": "Al-Sadd", "opponent": "Al-Rayyan", "stats": { "minutes": 75, "rating": 7.2, "assists": 0, "total_shots": 1, "shots_off_target": 1, "total_pass": 38, "accurate_pass": 32, "key_pass": 6, "tackles": 1, "tackles_won": 1, "duels_won": 3, "ball_recovery": 1 }, "has_player_stats": true, "league_name": "Stars League", "league_id": "825", "league_slug": "stars-league", "league_country": "Qatar", "season_id": "77227", "season_name": "Stars League 25/26", "season_year": "25/26" }, { "match_id": 15603899, "match_date": "2026-03-17", "home_team": "Al-Arabi SC", "away_team": "Al-Sadd", "team_side": "away", "is_starting_11": 1, "team": "Al-Sadd", "opponent": "Al-Arabi SC", "stats": { "minutes": 90, "rating": 6.8, "assists": 1, "total_shots": 2, "shots_on_target": 1, "shots_off_target": 1, "total_pass": 21, "accurate_pass": 10, "key_pass": 4, "aerial_won": 2, "duels_won": 5, "ball_recovery": 4 }, "has_player_stats": true, "league_name": "Stars League", "league_id": "825", "league_slug": "stars-league", "league_country": "Qatar", "season_id": "77227", "season_name": "Stars League 25/26", "season_year": "25/26" }, { "match_id": 15690007, "match_date": "2026-03-13", "home_team": "Al-Sadd", "away_team": "Umm-Salal SC", "team_side": "home", "is_starting_11": 1, "team": "Al-Sadd", "opponent": "Umm-Salal SC", "stats": { "minutes": 90, "rating": 7.5, "goal_rate": 1.0, "goals": 1, "assists": 0, "total_shots": 6, "shots_on_target": 2, "shots_off_target": 3, "total_pass": 33, "accurate_pass": 25, "key_pass": 4, "duels_won": 3, "ball_recovery": 2 }, "has_player_stats": true, "league_name": "Stars League", "league_id": "825", "league_slug": "stars-league", "league_country": "Qatar", "season_id": "77227", "season_name": "Stars League 25/26", "season_year": "25/26" } ], "ranking": { "global_player_rank": 381, "combined_rank_score": 163.0, "ranking_source": "sofascore_plus_fifa_csv_filled", "ranking_status": "combined", "sofascore_rank": null, "sofascore_rating": null, "sofascore_appearances": 0.0, "fifa_rank": 129.0, "fifa_overall": 85.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 1, "squad_role": "starter", "projected_match_rating": 7.1836, "source_file": "data/player_rankings.csv", "player_name": "Akram Afif", "ranking_neighbors": { "upper": [ { "player_name": "Do-yeon Kim", "ranking": 376 }, { "player_name": "Ognjen Ugrešić", "ranking": 377 }, { "player_name": "Ricardo Mathias", "ranking": 378 }, { "player_name": "Gui Negão", "ranking": 379 }, { "player_name": "Péter Gulácsi", "ranking": 380 } ], "lower": [ { "player_name": "Mujaid Sadick", "ranking": 382 }, { "player_name": "Jonas Adjei Adjetey", "ranking": 383 }, { "player_name": "Bojan Ciger", "ranking": 384 }, { "player_name": "Sebastián Guzmán", "ranking": 385 }, { "player_name": "Sandzhar Kuvvatov", "ranking": 386 } ] } } }, "Almoez Ali": { "player_id": 796501, "position": "M", "position_depth": "M", "is_starter": true, "shirt_number": 19, "height": 180, "market_value": 2400000, "stats": { "key_pass": 1, "expected_assists": 0.0981, "assists": 0, "expected_goals": 0.0491, "rating": 88.6724, "minutes": 90, "total_pass": 45, "accurate_pass": 36, "ball_recovery": 3, "duels_won": 4, "total_shots": 1, "opponent_faced": "Michel Aebischer", "matchup_zone": "Midfield lane", "antagonist_source": "midfield_pairing", "fifa_overall": 82.0, "goals": 0, "projected_goals": 0, "goal_probability": 0.0372 }, "latest_10_games": [ { "match_id": 15603929, "match_date": "2026-04-27", "home_team": "Qatar SC", "away_team": "Al Duhail", "team_side": "away", "is_starting_11": 1, "team": "Al Duhail", "opponent": "Qatar SC", "stats": { "minutes": 78, "rating": 6.3, "assists": 0, "total_shots": 1, "shots_on_target": 1, "total_pass": 9, "accurate_pass": 6, "clearances": 1 }, "has_player_stats": true, "league_name": "Stars League", "league_id": "825", "league_slug": "stars-league", "league_country": "Qatar", "season_id": "77227", "season_name": "Stars League 25/26", "season_year": "25/26" }, { "match_id": 15603921, "match_date": "2026-04-08", "home_team": "Al-Ahli Doha", "away_team": "Al Duhail", "team_side": "away", "is_starting_11": 0, "team": "Al Duhail", "opponent": "Al-Ahli Doha", "stats": { "minutes": 45, "rating": 6.7, "assists": 0, "total_shots": 0, "total_pass": 15, "accurate_pass": 13, "key_pass": 1, "aerial_won": 1, "duels_won": 2 }, "has_player_stats": true, "league_name": "Stars League", "league_id": "825", "league_slug": "stars-league", "league_country": "Qatar", "season_id": "77227", "season_name": "Stars League 25/26", "season_year": "25/26" }, { "match_id": 15603914, "match_date": "2026-04-04", "home_team": "Al Duhail", "away_team": "Al-Gharafa", "team_side": "home", "is_starting_11": 0, "team": "Al Duhail", "opponent": "Al-Gharafa", "stats": { "minutes": 29, "rating": 7.7, "goal_rate": 1.0, "goals": 1, "assists": 0, "total_shots": 2, "shots_on_target": 2, "total_pass": 13, "accurate_pass": 5, "tackles": 1, "tackles_won": 1, "interceptions": 1, "aerial_won": 1, "duels_won": 3, "ball_recovery": 2 }, "has_player_stats": true, "league_name": "Stars League", "league_id": "825", "league_slug": "stars-league", "league_country": "Qatar", "season_id": "77227", "season_name": "Stars League 25/26", "season_year": "25/26" } ], "ranking": { "global_player_rank": 836, "combined_rank_score": 333.0, "ranking_source": "sofascore_plus_fifa_csv_filled", "ranking_status": "combined", "sofascore_rank": null, "sofascore_rating": null, "sofascore_appearances": 0.0, "fifa_rank": 420.0, "fifa_overall": 82.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 2, "squad_role": "starter", "projected_match_rating": 6.6724, "source_file": "data/player_rankings.csv", "player_name": "Almoez Ali", "ranking_neighbors": { "upper": [ { "player_name": "Alex Collado", "ranking": 831 }, { "player_name": "Petter Nosakhare Dahl", "ranking": 832 }, { "player_name": "Josue Ndenge Kongolo", "ranking": 833 }, { "player_name": "Emerson Batalla", "ranking": 834 }, { "player_name": "Josafat Mendes", "ranking": 835 } ], "lower": [ { "player_name": "David Planka", "ranking": 837 }, { "player_name": "Braian Aguirre", "ranking": 838 }, { "player_name": "Juan Manuel Rengifo", "ranking": 839 }, { "player_name": "Kouadio Ange Ahoussou", "ranking": 840 }, { "player_name": "Rodrigão", "ranking": 841 } ] } } }, "Edmilson Junior": { "player_id": 797734, "position": "M", "position_depth": "M", "is_starter": true, "shirt_number": 8, "height": 180, "market_value": 1900000, "stats": { "key_pass": 2, "expected_assists": 0.0, "assists": 0, "expected_goals": 0.0, "rating": 88.6929, "minutes": 88, "total_pass": 41, "accurate_pass": 36, "ball_recovery": 3, "duels_won": 3, "total_shots": 2, "total_long_balls": 5, "accurate_long_balls": 3, "total_own_half_passes": 20, "accurate_own_half_passes": 18, "total_opp_half_passes": 22, "accurate_opp_half_passes": 18, "crosses_total": 3, "crosses_accurate": 1, "touches": 56, "possession_lost": 8.8311, "dispossessed": 0.9812, "duels_lost": 3, "aerial_won": 1, "aerial_lost": 1, "interceptions": 1, "tackles_won": 0, "tackles": 1, "clearances": 0, "total_contest": 1, "won_contest": 0, "challenges_lost": 1, "fouls": 1, "fouls_drawn": 2, "goal_rate": 0.9812, "goals": 0, "shots_on_target": 1, "shots_off_target": 1, "blocks": 0, "big_chances_created": 0, "big_chances_missed": 0, "xgot": 0.0, "ball_carries": 42, "total_progression": 0, "progressive_carries": 2, "dribbles_attempted": 2, "dribbles_successful": 0.8, "crosses_attempted": 0.0, "duel_win_rate": 0.439, "pressing_faced": "LOW", "matchup_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "numerical_situation": "1v1", "opponent_defenders": "Remo Freuler", "opponent_faced": "Remo Freuler", "antagonist_source": "attacking_duel, defensive_duel, midfield_pairing", "fifa_overall": 82.0, "projected_goals": 0, "goal_probability": 0.2878 }, "latest_10_games": [ { "match_id": 15603929, "match_date": "2026-04-27", "home_team": "Qatar SC", "away_team": "Al Duhail", 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"league_id": "825", "league_slug": "stars-league", "league_country": "Qatar", "season_id": "77227", "season_name": "Stars League 25/26", "season_year": "25/26" }, { "match_id": 15603903, "match_date": "2026-03-17", "home_team": "Al Shamal SC", "away_team": "Al Duhail", "team_side": "away", "is_starting_11": 1, "team": "Al Duhail", "opponent": "Al Shamal SC", "stats": { "minutes": 89, "rating": 7.5, "goal_rate": 1.0, "goals": 1, "assists": 0, "total_shots": 2, "shots_on_target": 1, "shots_off_target": 1, "total_pass": 32, "accurate_pass": 26, "key_pass": 1, "interceptions": 2, "duels_won": 3, "ball_recovery": 4 }, "has_player_stats": true, "league_name": "Stars League", "league_id": "825", "league_slug": "stars-league", "league_country": "Qatar", "season_id": "77227", "season_name": "Stars League 25/26", "season_year": "25/26" } ], "ranking": { "global_player_rank": 943, "combined_rank_score": 295.5, "ranking_source": "sofascore_plus_fifa_csv_filled", "ranking_status": "combined", "sofascore_rank": null, "sofascore_rating": null, "sofascore_appearances": 0.0, "fifa_rank": 340.0, "fifa_overall": 82.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 3, "squad_role": "starter", "projected_match_rating": 6.6929, "source_file": "data/player_rankings.csv", "player_name": "Edmilson Junior", "ranking_neighbors": { "upper": [ { "player_name": "Hamdy Fathy", "ranking": 938 }, { "player_name": "Franco Tongya", "ranking": 939 }, { "player_name": "Dario Marešić", "ranking": 940 }, { "player_name": "Milán Vitális", "ranking": 941 }, { "player_name": "Noah Fernandez", "ranking": 942 } ], "lower": [ { "player_name": "Jordan Barrera", "ranking": 944 }, { "player_name": "Hugo Quintana", "ranking": 945 }, { "player_name": "Ronaldo", "ranking": 946 }, { "player_name": "Mao Hosoya", "ranking": 947 }, { "player_name": "Martin Zlomislić", "ranking": 948 } ] } } }, "Karim Boudiaf": { "player_id": 303826, "position": "M", "position_depth": "M", "is_starter": true, "shirt_number": 12, "height": 190, "market_value": 160000, "stats": { "key_pass": 1, "expected_assists": 0.0981, "assists": 0, "expected_goals": 0.0491, "rating": 86.6724, "minutes": 90, "total_pass": 45, "accurate_pass": 36, "ball_recovery": 3, "duels_won": 4, "total_shots": 1, "opponent_faced": "Granit Xhaka", "matchup_zone": "Midfield lane", "antagonist_source": "midfield_pairing", "fifa_overall": 80.0, "goals": 0, "projected_goals": 0, "goal_probability": 0.0372 }, "latest_10_games": [], "ranking": { "global_player_rank": 6658, "combined_rank_score": 569.5, "ranking_source": "sofascore_plus_fifa_csv_filled", "ranking_status": "combined", "sofascore_rank": null, "sofascore_rating": null, "sofascore_appearances": 0.0, "fifa_rank": 718.0, "fifa_overall": 80.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 18, "squad_role": "starter", "projected_match_rating": 6.6724, "source_file": "data/player_rankings.csv", "player_name": "Karim Boudiaf", "ranking_neighbors": { "upper": [ { "player_name": "Elián Quesada", "ranking": 6653 }, { "player_name": "Ibrahim Alma", "ranking": 6654 }, { "player_name": "Lusajo Mwaikenda", "ranking": 6655 }, { "player_name": "Agustín Heredia", "ranking": 6656 }, { "player_name": "Lucas Mancinelli", "ranking": 6657 } ], "lower": [ { "player_name": "Shaquan Davis", "ranking": 6659 }, { "player_name": "Ronny Borja", "ranking": 6660 }, { "player_name": "Mohammad Al Daoud", "ranking": 6661 }, { "player_name": "Brad-Hamilton Mantsounga", "ranking": 6662 }, { "player_name": "Georgios Kornezos", "ranking": 6663 } ] } } }, "Ahmed Fathi": { "player_id": 911427, "position": "M", "position_depth": "M", "is_starter": true, "shirt_number": 20, "height": 166, "market_value": 270000, "stats": { "key_pass": 0, "expected_assists": 0.0, "assists": 0, "expected_goals": 0.0, "rating": 88.0646, "minutes": 83, "total_pass": 59, "accurate_pass": 54, "ball_recovery": 4, "duels_won": 6, "total_shots": 1, "total_long_balls": 4, 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"ranking_status": "combined", "sofascore_rank": null, "sofascore_rating": null, "sofascore_appearances": 0.0, "fifa_rank": 1749.0, "fifa_overall": 76.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 6, "squad_role": "substitute", "projected_match_rating": 7.0633, "source_file": "data/player_rankings.csv", "player_name": "Noah Okafor", "ranking_neighbors": { "upper": [ { "player_name": "Joan Orellana", "ranking": 14345 }, { "player_name": "Jefferson Wila", "ranking": 14346 }, { "player_name": "Sergio Núñez", "ranking": 14347 }, { "player_name": "Tomas Kalinauskas", "ranking": 14348 }, { "player_name": "Martín Cárcamo", "ranking": 14349 } ], "lower": [ { "player_name": "Santiago Ascacíbar", "ranking": 14351 }, { "player_name": "Dan Choi", "ranking": 14352 }, { "player_name": "Edwin Herrera", "ranking": 14353 }, { "player_name": "Rodrigo Atencio", "ranking": 14354 }, { "player_name": "Andreas Skov Olsen", "ranking": 14355 } ] } } }, "Zeki Amdouni": { "player_id": 990550, "position": "F", "position_depth": "F_BENCH", "is_starter": false, "shirt_number": 25, "height": 183, "market_value": 9700000, "stats": { "expected_goals": 0.0004, "goal_rate": 0.0001, "goals": 0, "shots_on_target": 0, "expected_assists": 0.0014, "key_pass": 0, "rating": 81.566, "minutes": 26, "total_shots": 0, "duels_won": 0, "aerial_won": 0, "total_pass": 1, "accurate_pass": 1, "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": 2, "possession_lost": 0.8587, "dispossessed": 1.0057, "duels_lost": 1, "aerial_lost": 1, "total_contest": 0, "won_contest": 0, "ball_recovery": 0, "challenges_lost": 0, "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": 0.0086, "offsides": 0, "ball_carries": 1, "total_progression": 8, "progressive_carries": 0, "bench_appearance_probability": 0.573, "bench_expected_minutes": 25.61, "fifa_overall": 75.0 }, "latest_10_games": [ { "match_id": 14023960, "match_date": "2026-05-24", "home_team": "Burnley", "away_team": "Wolverhampton", "team_side": "home", "is_starting_11": 0, "team": "Burnley", "opponent": "Wolverhampton", "stats": { "minutes": 24, "rating": 6.3, "assists": 0, "expected_assists": 0.0119, "total_shots": 0, "total_pass": 7, "accurate_pass": 6 }, "has_player_stats": true, "league_name": "Premier League", "league_id": "17", "league_slug": "premier-league", "league_country": "England", "season_id": "76986", "season_name": "Premier League 25/26", "season_year": "25/26" }, { "match_id": 14023950, "match_date": "2026-05-18", "home_team": "Arsenal", "away_team": "Burnley", "team_side": "away", "is_starting_11": 0, "team": "Burnley", "opponent": "Arsenal", "stats": { "minutes": 20, "rating": 6.6, "assists": 0, "expected_assists": 0.0007, "total_shots": 0, "total_pass": 3, "accurate_pass": 3, "duels_won": 1 }, "has_player_stats": true, "league_name": "Premier League", "league_id": "17", "league_slug": "premier-league", "league_country": "England", "season_id": "76986", "season_name": "Premier League 25/26", "season_year": "25/26" }, { "match_id": 14023929, "match_date": "2026-05-10", "home_team": "Burnley", "away_team": "Aston Villa", "team_side": "home", "is_starting_11": 0, "team": "Burnley", "opponent": "Aston Villa", "stats": { "minutes": 11, "rating": 6.3, "assists": 0, "expected_goals": 0.1668, "expected_assists": 0.0, "total_shots": 2, "shots_on_target": 1, "shots_off_target": 1, "total_pass": 1, "accurate_pass": 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": 14847, "combined_rank_score": 1156.0, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": null, "sofascore_rating": null, "sofascore_appearances": 0.0, "fifa_rank": 2136.0, "fifa_overall": 75.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 11, "squad_role": "substitute", "projected_match_rating": 6.566, "source_file": "data/player_rankings.csv", "player_name": "Zeki Amdouni", "ranking_neighbors": { "upper": [ { "player_name": "Álvaro Montero", "ranking": 14842 }, { "player_name": "Germán Pezzella", "ranking": 14843 }, { "player_name": "Nahuel Tenaglia", "ranking": 14844 }, { "player_name": "Hugo Álvarez", "ranking": 14845 }, { "player_name": "İrfan Can Eğribayat", "ranking": 14846 } ], "lower": [ { "player_name": "Lucas Stassin", "ranking": 14848 }, { "player_name": "Rubén Vargas", "ranking": 14849 }, { "player_name": "André Silva", "ranking": 14850 }, { "player_name": "Albert Sambi Lokonga", "ranking": 14851 }, { "player_name": "Marash Kumbulla", "ranking": 14852 } ] } } } }, "team_totals": { "projected_goals": 1, "expected_goals": 1.59, "expected_assists": 1.18, "total_shots": 11, "shots_on_target": 3, "total_passes": 500, "interceptions": 12, "tackles": 17, "avg_rating": 84.68, "possession_estimated_pct": 52.8, "pressing_actions_per_90": 7.8 } } }, "antagonist_report": { "home_attacking_duels": [ { "attacker": "Ahmed Fathi", "attacker_role": "CDM", "attacker_market_value": 270000, "attacker_height": 166, "attacker_skill_quality": 0.403, "defenders": [ "Remo Freuler" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.439, "duel_zone": "CDM vs CDM", "numerical_situation": "1v1", "duel_win_rate": 0.344, "xg_contribution": 0.0436, "shots_in_zone": 0.9, "dribbles_attempted": 1, "dribbles_successful": 0.3, "aerial_duels": 2, "aerial_won": 0.7, "crosses_in_zone": 0.0, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Remo Freuler", "role": "CDM", "market_value": 3100000, "tackles_attempted": 1.9, "tackles_won": 1.8, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 1.3, "defensive_success_rate": 0.656 } ], "duel_analysis": "Ahmed Fathi (CDM) faces tough defensive resistance against Remo Freuler in a direct 1v1 contest. Duel win probability: 34%. Projected xG contribution: 0.044 — and is restricted in space and time on the ball." }, { "attacker": "Edmilson Junior", "attacker_role": "CM", "attacker_market_value": 1900000, "attacker_height": 180, "attacker_skill_quality": 0.424, "defenders": [ "Remo Freuler" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.439, "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "numerical_situation": "1v1", "duel_win_rate": 0.439, "xg_contribution": 0.1039, "shots_in_zone": 1.6, "dribbles_attempted": 2, "dribbles_successful": 0.8, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.1, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Remo Freuler", "role": "CDM", "market_value": 3100000, "tackles_attempted": 1.9, "tackles_won": 1.7, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.561 } ], "duel_analysis": "Edmilson Junior (CM) is evenly matched against Remo Freuler in a direct 1v1 contest. Duel win probability: 44%. Projected xG contribution: 0.104 — with neither side clearly dominant." } ], "away_attacking_duels": [ { "attacker": "Granit Xhaka", "attacker_role": "LW", "attacker_market_value": 10600000, "attacker_height": 185, "attacker_skill_quality": 0.529, "defenders": [ "Ayoub Al Oui" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.404, "duel_zone": "Left Wing vs Right Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.564, "xg_contribution": 0.2608, "shots_in_zone": 2.1, "dribbles_attempted": 3, "dribbles_successful": 1.5, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 2.0, "fouls_drawn": 1.0, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Ayoub Al Oui", "role": "RB", "market_value": 360000, "tackles_attempted": 1.9, "tackles_won": 1.4, "fouls_committed": 0.6, "interceptions_in_zone": 0.6, "clearances_in_zone": 0.6, "aerial_duels_won": 0.8, "defensive_success_rate": 0.436 } ], "duel_analysis": "Granit Xhaka (LW) is slightly favored against Ayoub Al Oui in a direct 1v1 contest. Duel win probability: 56%. Projected xG contribution: 0.261 — creating consistent moderate threat." }, { "attacker": "Johan Manzambi", "attacker_role": "RW", "attacker_market_value": 54000000, "attacker_height": 182, "attacker_skill_quality": 0.837, "defenders": [ "Boualem Khoukhi" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.402, "duel_zone": "Right Wing vs Left Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.672, "xg_contribution": 0.14, "shots_in_zone": 2.4, "dribbles_attempted": 4, "dribbles_successful": 2.4, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.6, "fouls_drawn": 1.0, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Boualem Khoukhi", "role": "LB", "market_value": 190000, "tackles_attempted": 1.9, "tackles_won": 1.2, "fouls_committed": 0.6, "interceptions_in_zone": 0.6, "clearances_in_zone": 0.6, "aerial_duels_won": 0.9, "defensive_success_rate": 0.328 } ], "duel_analysis": "Johan Manzambi (RW) has a clear attacking advantage against Boualem Khoukhi in a direct 1v1 contest. Duel win probability: 67%. The quality gap is significant (€54M vs €0M avg). Projected xG contribution: 0.140 — and projects to generate high-quality chances." }, { "attacker": "Dan Ndoye", "attacker_role": "CAM", "attacker_market_value": 34000000, "attacker_height": 184, "attacker_skill_quality": 0.746, "defenders": [ "Ahmed Fathi" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.403, "duel_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel", "numerical_situation": "1v1", "duel_win_rate": 0.674, "xg_contribution": 0.3153, "shots_in_zone": 2.9, "dribbles_attempted": 3, "dribbles_successful": 1.8, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.0, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Ahmed Fathi", "role": "CDM", "market_value": 270000, "tackles_attempted": 1.9, "tackles_won": 1.2, "fouls_committed": 0.6, "interceptions_in_zone": 0.6, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.326 } ], "duel_analysis": "Dan Ndoye (CAM) has a clear attacking advantage against Ahmed Fathi in a direct 1v1 contest. Duel win probability: 67%. The quality gap is significant (€34M vs €0M avg). Projected xG contribution: 0.315 — and projects to generate high-quality chances." }, { "attacker": "Breel Embolo", "attacker_role": "ST", "attacker_market_value": 13600000, "attacker_height": 185, "attacker_skill_quality": 0.564, "defenders": [ "Homam Al-Amin", "Pedro Miguel" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.404, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.264, "xg_contribution": 0.1195, "shots_in_zone": 2.4, "dribbles_attempted": 2, "dribbles_successful": 0.5, "aerial_duels": 3, "aerial_won": 1.8, "crosses_in_zone": 0.0, "fouls_drawn": 1.5, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Homam Al-Amin", "role": "CB", "market_value": 460000, "tackles_attempted": 0.9, "tackles_won": 1.0, "fouls_committed": 0.6, "interceptions_in_zone": 0.6, "clearances_in_zone": 0.6, "aerial_duels_won": 0.6, "defensive_success_rate": 0.736 }, { "player": "Pedro Miguel", "role": "CB", "market_value": 160000, "tackles_attempted": 0.9, "tackles_won": 1.0, "fouls_committed": 0.6, "interceptions_in_zone": 0.6, "clearances_in_zone": 0.6, "aerial_duels_won": 0.6, "defensive_success_rate": 0.736 } ], "duel_analysis": "Breel Embolo (ST) is heavily outmatched defensively against Homam Al-Amin and Pedro Miguel in a 2-defender block. Duel win probability: 26%. Projected xG contribution: 0.119 — with very limited chance creation expected." }, { "attacker": "Remo Freuler", "attacker_role": "CDM", "attacker_market_value": 3100000, "attacker_height": 181, "attacker_skill_quality": 0.439, "defenders": [ "Edmilson Junior" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.424, "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel", "numerical_situation": "1v1", "duel_win_rate": 0.411, "xg_contribution": 0.0509, "shots_in_zone": 1.0, "dribbles_attempted": 2, "dribbles_successful": 0.7, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Edmilson Junior", "role": "CM", "market_value": 1900000, "tackles_attempted": 1.9, "tackles_won": 1.7, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.589 } ], "duel_analysis": "Remo Freuler (CDM) faces tough defensive resistance against Edmilson Junior in a direct 1v1 contest. Duel win probability: 41%. Projected xG contribution: 0.051 — and is restricted in space and time on the ball." } ], "midfield_battle": { "home_midfield_power": 0.501, "away_midfield_power": 0.644, "home_creative_power": 0.421, "away_creative_power": 0.566, "home_defensive_power": 0.379, "away_defensive_power": 0.668, "home_dominance_ratio": 0.438, "home_midfield_count": 6, "away_midfield_count": 6, "home_midfield_players": [ "Akram Afif", "Almoez Ali", "Edmilson Junior", "Karim Boudiaf", "Ahmed Fathi", "Jassem Gaber Abdulsallam" ], "away_midfield_players": [ "Johan Manzambi", "Michel Aebischer", "Dan Ndoye", "Granit Xhaka", "Remo Freuler", "Silvan Widmer" ], "possession_advantage": "away", "estimated_possession_home_pct": 47.2, "estimated_possession_away_pct": 52.8, "home_pressing_actions_per_90": 6.1, "away_pressing_actions_per_90": 7.8, "home_key_passes_projected": 4.0, "away_key_passes_projected": 4.9, "home_throughball_threat": 1.9, "away_throughball_threat": 2.3, "key_personal_duel": "Akram Afif vs Johan Manzambi", "midfield_lambda_factor_home": 0.97, "midfield_lambda_factor_away": 1.028 }, "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": 1.05, "away_lambda": 1.589, "home_top_threat_zones": [ "Central Mid vs Defensive Mid — Pressing/Creation Duel", "CDM vs CDM" ], "away_top_threat_zones": [ "Attacking Mid vs Single Holding Mid — Space Creator Duel", "Left Wing vs Right Back — Flank Battle" ], "home_player_antagonists": { "Ahmed Fathi": { "opponents": [ "Remo Freuler", "Dan Ndoye" ], "primary_zone": "CDM vs CDM", "source": "attacking_duel, defensive_duel, midfield_pairing" }, "Edmilson Junior": { "opponents": [ "Remo Freuler" ], "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "source": "attacking_duel, defensive_duel, midfield_pairing" }, "Ayoub Al Oui": { "opponents": [ "Granit Xhaka" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "defensive_duel" }, "Boualem Khoukhi": { "opponents": [ "Johan Manzambi" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "defensive_duel" }, "Homam Al-Amin": { "opponents": [ "Breel Embolo" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Pedro Miguel": { "opponents": [ "Breel Embolo" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Akram Afif": { "opponents": [ "Silvan Widmer" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Almoez Ali": { "opponents": [ "Michel Aebischer" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Karim Boudiaf": { "opponents": [ "Granit Xhaka" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Jassem Gaber Abdulsallam": { "opponents": [ "Johan Manzambi" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Mahmud Abunad": { "opponents": [ "Breel Embolo", "Dan Ndoye" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "Remo Freuler": { "opponents": [ "Ahmed Fathi", "Edmilson Junior" ], "primary_zone": "CDM vs CDM", "source": "defensive_duel, attacking_duel, midfield_pairing" }, "Granit Xhaka": { "opponents": [ "Ayoub Al Oui", "Karim Boudiaf" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Johan Manzambi": { "opponents": [ "Boualem Khoukhi", "Jassem Gaber Abdulsallam" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Dan Ndoye": { "opponents": [ "Ahmed Fathi" ], "primary_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel", "source": "attacking_duel, midfield_pairing" }, "Breel Embolo": { "opponents": [ "Homam Al-Amin", "Pedro Miguel" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Silvan Widmer": { "opponents": [ "Akram Afif" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Michel Aebischer": { "opponents": [ "Almoez Ali" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Gregor Kobel": { "opponents": [ "Akram Afif", "Almoez Ali" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Nico Elvedi": { "opponents": [ "Edmilson Junior" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Manuel Akanji": { "opponents": [ "Jassem Gaber Abdulsallam" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Ricardo Rodríguez": { "opponents": [ "Karim Boudiaf" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Away midfield dictates play with ~53% possession expected (Akram Afif vs Johan Manzambi). Total antagonist xG — Home: 0.15, Away: 0.89. Home danger zone: Central Mid vs Defensive Mid — Pressing/Creation Duel. Away danger zone: Attacking Mid vs Single Holding Mid — Space Creator Duel.", "lambda_factors": { "home_gk_opposition_factor": 0.8678, "away_gk_opposition_factor": 1.0238, "home_set_piece_bonus": 0.057, "away_set_piece_bonus": 0.0953, "home_defensive_solidity_vs": 0.9969, "away_defensive_solidity_vs": 1.0228, "home_midfield_factor": 0.97, "away_midfield_factor": 1.028, "stage_discount": 1.0, "quality_gap_applied": true, "home_avg_quality": 0.4172, "away_avg_quality": 0.5471, "avg_quality_gap": -0.1298, "squad_value_gap_log": -1.8682, "top5_value_gap_log": -1.8012, "attack_value_gap_log": -1.7467, "elite_count_gap": -1, "combined_quality_gap": -0.3688, "stronger_lambda_boost": 0.2028, "weaker_lambda_suppression": 0.118, "home_bench_lambda_bonus": 0.0, "away_bench_lambda_bonus": 0.0392, "home_bench_players_modelled": 7, "away_bench_players_modelled": 7, "mismatch_score_pressure_applied": true, "mismatch_score_pressure_gap": -0.3688, "mismatch_favorite_lambda_boost": 1.0972, "mismatch_underdog_lambda_factor": 0.9731, "pre_mismatch_home_lambda": 0.65, "pre_mismatch_away_lambda": 1.448, "competitive_underdog_floor_applied": true, "competitive_underdog_floor": 1.05, "pre_competitive_floor_home_lambda": 0.65, "pre_competitive_floor_away_lambda": 1.589, "pre_calibration_home_lambda": 0.65, "pre_calibration_away_lambda": 1.4482, "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": 1.05, "final_away_lambda": 1.589 } }, "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": "2026-06-13T13:31:05Z" }