How did Elizabeth Ball's observed-role agreement change across the 2019–2026 NWSL regular seasons?
Elizabeth Ball's observed-role agreement increased from 61.5% in 2019 to 92.9% in 2026. The model evaluated 14 2026 starts and found 1 depth tensions. No alternative observed role was recorded for Elizabeth Ball in 2026.
Elizabeth Ball's observed-role agreement increased from 61.5% in 2019 to 92.9% in 2026. The model evaluated 14 2026 starts and found 1 depth tensions. No alternative observed role was recorded for Elizabeth Ball in 2026.
What mattersEvidence-backed summary
- Modeled
Elizabeth Ball's observed-role agreement increased from 61.5% in 2019 to 92.9% in 2026. The model evaluated 14 2026 starts and found 1 depth tensions. No alternative observed role was recorded for Elizabeth Ball in 2026.
The sequence distinguishes Elizabeth Ball'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° 2019 13 8 5 attacking wing-back 1 61.5 0.92 2021 16 16 0 No alternative role recorded 0 100 0.98 2022 20 18 2 half-back 2 90 0.86 2023 12 12 0 No alternative role recorded 0 100 0.99 2024 12 11 1 half-back 1 91.7 0.93 2025 14 14 0 No alternative role recorded 0 100 0.97 2026 14 13 1 No alternative role recorded 0 92.9 0.98
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
Elizabeth Ball's observed-role model output by NWSL regular season.
| 2019 | 13 | 8 | 5 | attacking wing-back | 1 | 61.5 | 0.92 |
| 2021 | 16 | 16 | 0 | No alternative role recorded | 0 | 100 | 0.98 |
| 2022 | 20 | 18 | 2 | half-back | 2 | 90 | 0.86 |
| 2023 | 12 | 12 | 0 | No alternative role recorded | 0 | 100 | 0.99 |
| 2024 | 12 | 11 | 1 | half-back | 1 | 91.7 | 0.93 |
| 2025 | 14 | 14 | 0 | No alternative role recorded | 0 | 100 | 0.97 |
| 2026 | 14 | 13 | 1 | No alternative role recorded | 0 | 92.9 | 0.98 |