How did Andi Sullivan's observed-role agreement change across the 2018–2026 NWSL regular seasons?

What mattersEvidence-backed summary

1. Modeled

   Andi Sullivan's observed-role agreement increased from 45.5% in 2018 to 71.4% in 2026. The model evaluated 7 2026 starts and found 2 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 2 starts.

   The sequence distinguishes Andi Sullivan's listed position from the model's read of on-ball behavior and shows how the relation changed across seasons.

   Derived from claim-semantic-contextual-player-observed-role-change · This significance statement is derived from the located claim.

   Selected evidence from Workflow evidence.

   Season	Starts	As assigned	Role tensions°	Most frequent alternative role°	Alternative-role starts°	Agreement %°	Confidence°
   2018	22	10	12	deep-lying midfielder	9	45.5	0.77
   2019	23	8	15	deep-lying midfielder	13	34.8	0.74
   2021	19	11	8	deep-lying midfielder	5	57.9	0.78
   2022	10	3	7	deep-lying midfielder	7	30	0.77
   2023	19	7	12	deep-lying midfielder	12	36.8	0.9
   2024	21	6	15	deep-lying midfielder	15	28.6	0.8
   2026	7	5	2	deep-lying midfielder	2	71.4	0.89

The evidence

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