How did Yazmeen Ryan's observed-role agreement change across the 2021–2026 NWSL regular seasons?
Yazmeen Ryan's observed-role agreement increased from 0% in 2021 to 85% in 2026. The model evaluated 20 2026 starts and found 3 depth tensions. The most frequent alternative observed role was attacking 8 in 1 starts.
Yazmeen Ryan's observed-role agreement increased from 0% in 2021 to 85% in 2026. The model evaluated 20 2026 starts and found 3 depth tensions. The most frequent alternative observed role was attacking 8 in 1 starts.
What mattersEvidence-backed summary
- Modeled
Yazmeen Ryan's observed-role agreement increased from 0% in 2021 to 85% in 2026. The model evaluated 20 2026 starts and found 3 depth tensions. The most frequent alternative observed role was attacking 8 in 1 starts.
The sequence distinguishes Yazmeen Ryan's listed position from the model's read of on-ball behavior and shows how the relation changed across seasons.
Full table ↓ Selected evidence from Workflow evidence. Season Starts As assigned Role tensions° Most frequent alternative role° Alternative-role starts° Agreement %° Confidence° 2021 1 0 1 deep-lying midfielder 1 0 0.36 2022 11 8 3 attacking 8 1 72.7 0.8 2023 17 12 5 attacking 8 1 70.6 0.69 2024 23 15 8 inverted winger 2 65.2 0.69 2025 24 14 10 inverted winger 5 58.3 0.55 2026 20 17 3 attacking 8 1 85 0.75
Exact evidence located
Every claim points to exact returned rows and fields; semantic verification is not claimed.
The evidence
Site-owned records returned by this workflow. The Dossier renderer preserves their values and scope.
Workflow evidence
Yazmeen Ryan's observed-role model output by NWSL regular season.
| 2021 | 1 | 0 | 1 | deep-lying midfielder | 1 | 0 | 0.36 |
| 2022 | 11 | 8 | 3 | attacking 8 | 1 | 72.7 | 0.8 |
| 2023 | 17 | 12 | 5 | attacking 8 | 1 | 70.6 | 0.69 |
| 2024 | 23 | 15 | 8 | inverted winger | 2 | 65.2 | 0.69 |
| 2025 | 24 | 14 | 10 | inverted winger | 5 | 58.3 | 0.55 |
| 2026 | 20 | 17 | 3 | attacking 8 | 1 | 85 | 0.75 |