How did Janine Sonis's observed-role agreement change across the 2016–2026 NWSL regular seasons?
Janine Sonis's observed-role agreement increased from 36.4% in 2016 to 95% in 2026. The model evaluated 20 2026 starts and found 1 depth tensions. No alternative observed role was recorded for Janine Sonis in 2026.
Janine Sonis's observed-role agreement increased from 36.4% in 2016 to 95% in 2026. The model evaluated 20 2026 starts and found 1 depth tensions. No alternative observed role was recorded for Janine Sonis in 2026.
What mattersEvidence-backed summary
- Modeled
Janine Sonis's observed-role agreement increased from 36.4% in 2016 to 95% in 2026. The model evaluated 20 2026 starts and found 1 depth tensions. No alternative observed role was recorded for Janine Sonis in 2026.
The sequence distinguishes Janine Sonis'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° 2016 11 4 7 false 9 2 36.4 0.52 2017 21 7 14 attacking 8 4 33.3 0.5 2018 11 4 7 attacking 8 1 36.4 0.67 2022 9 5 4 attacking wing-back 2 55.6 0.81 2024 18 14 4 inverted winger 3 77.8 0.72 2025 23 20 3 attacking wing-back 1 87 0.78 2026 20 19 1 No alternative role recorded 0 95 0.92
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
Janine Sonis's observed-role model output by NWSL regular season.
| 2016 | 11 | 4 | 7 | false 9 | 2 | 36.4 | 0.52 |
| 2017 | 21 | 7 | 14 | attacking 8 | 4 | 33.3 | 0.5 |
| 2018 | 11 | 4 | 7 | attacking 8 | 1 | 36.4 | 0.67 |
| 2022 | 9 | 5 | 4 | attacking wing-back | 2 | 55.6 | 0.81 |
| 2024 | 18 | 14 | 4 | inverted winger | 3 | 77.8 | 0.72 |
| 2025 | 23 | 20 | 3 | attacking wing-back | 1 | 87 | 0.78 |
| 2026 | 20 | 19 | 1 | No alternative role recorded | 0 | 95 | 0.92 |