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"calibration_delta": 1.523700733685893 }, { "pff_player_id": 11241, "name_in_source": "Andries Noppert", "team_name": "Netherlands", "position": "GK", "flag_code": "nl", "competition": "wc_2022_sb", "season": "", "sb_minutes": 461.0, "oi_total": 7.878425031333967, "sb_oi_per90": 1.5380873163124882, "n_touches": 0, "oi_per_touch": 0.0, "z_oi_per90": 1.2572078892047203, "z_oi_per_touch": 0.0, "role": "GK", "wc22_oi_per90": 0.12435655670047384, "wc22_minutes": 478.46666666666664, "wc22_z_oi_per90": 0.37062672276307274, "wc22_z_oi_per_touch": -0.14668443254720884, "wc22_oi_per_touch": 0.004722259298620639, "delta_vs_wc22": 1.4137307596120143, "delta_z_vs_wc22": 0.8865811664416475, "delta_per_touch_vs_wc22": -0.004722259298620639, "calibration_delta": 1.4137307596120143 }, { "pff_player_id": 8042, "name_in_source": "Wojciech Szcz\u0119sny", "team_name": "Poland", "position": "GK", "flag_code": "pl", "competition": "wc_2022_sb", "season": "", "sb_minutes": 371.0, "oi_total": 6.472334577924466, "sb_oi_per90": 1.5701081186339674, "n_touches": 0, "oi_per_touch": 0.0, "z_oi_per90": 1.318435531702679, "z_oi_per_touch": 0.0, "role": "GK", "wc22_oi_per90": 0.17886369245395356, "wc22_minutes": 389.53333333333336, "wc22_z_oi_per90": 1.323982160642888, "wc22_z_oi_per_touch": 0.9996243214773654, "wc22_oi_per_touch": 0.008698298418713698, "delta_vs_wc22": 1.3912444261800139, "delta_z_vs_wc22": -0.005546628940209075, "delta_per_touch_vs_wc22": -0.008698298418713698, "calibration_delta": 1.3912444261800139 }, { "pff_player_id": 12653, "name_in_source": "Vanja Milinkovi\u0107 Savi\u0107", "team_name": "Serbia", "position": "GK", "flag_code": "rs", "competition": "wc_2022_sb", "season": "", "sb_minutes": 285.0, "oi_total": 4.835363293457821, "sb_oi_per90": 1.526956829512996, "n_touches": 0, "oi_per_touch": 0.0, "z_oi_per90": 1.2359250537608872, "z_oi_per_touch": 0.0, "role": "GK", "wc22_oi_per90": 0.17634959531473735, "wc22_minutes": 293.6333333333333, "wc22_z_oi_per90": 1.2800094193513618, "wc22_z_oi_per_touch": 0.2197621828729732, "wc22_oi_per_touch": 0.005993300868547536, "delta_vs_wc22": 1.3506072341982587, "delta_z_vs_wc22": -0.04408436559047457, "delta_per_touch_vs_wc22": -0.005993300868547536, "calibration_delta": 1.3506072341982587 }, { "pff_player_id": 4717, "name_in_source": "Breel-Donald Embolo", "team_name": "Switzerland", "position": "CF", "flag_code": "ch", "competition": "wc_2022_sb", "season": "", "sb_minutes": 319.0, "oi_total": 1.4993929139401672, "sb_oi_per90": 0.4230262139643105, "n_touches": 0, "oi_per_touch": 0.0, "z_oi_per90": 0.4019511661857501, "z_oi_per_touch": 0.0, "role": "FWD", "wc22_oi_per90": 1.7464752326835715, "wc22_minutes": 330.45, "wc22_z_oi_per90": 1.3204229006290555, "wc22_z_oi_per_touch": 0.9766086878772937, "wc22_oi_per_touch": 0.08117056830383773, "delta_vs_wc22": -1.323449018719261, "delta_z_vs_wc22": -0.9184717344433054, "delta_per_touch_vs_wc22": -0.08117056830383773, "calibration_delta": -1.323449018719261 } ], "competitions_present": [ "bundesliga_23_24", "copa_america_2024", "euro_2024", "ligue1_22_23", "wc_2022_pff", "wc_2022_sb" ], "n_players_multi_context": 658, "qc_notes": [ "WC22 numbers come from our PFF VAEP pipeline.", "Other competitions come from StatsBomb open data scored with the same VAEP model \u2014 there is a calibration gap between providers; treat deltas as directional, not absolute.", "Players with < 90 minutes in either context are filtered out of the leaderboards.", "Goalkeepers excluded from leaderboards (OI is offensive only and a GK's long-kick value is qualitatively different).", "wc_2022_sb (StatsBomb's coverage of the same WC22 matches) is moved into the 'provider calibration' table \u2014 it tests provider agreement, not chemistry friction." ] }