How did Alexa Spaanstra's observed-role agreement change across the 2023–2026 NWSL regular seasons?
Alexa Spaanstra's observed-role agreement decreased from 100% in 2023 to 50% in 2026. The model evaluated 2 2026 starts and found 1 depth tensions. The most frequent alternative observed role was attacking wing-back in 1 starts.
Alexa Spaanstra's observed-role agreement decreased from 100% in 2023 to 50% in 2026. The model evaluated 2 2026 starts and found 1 depth tensions. The most frequent alternative observed role was attacking wing-back in 1 starts.
What mattersEvidence-backed summary
- Modeled
Alexa Spaanstra's observed-role agreement decreased from 100% in 2023 to 50% in 2026. The model evaluated 2 2026 starts and found 1 depth tensions. The most frequent alternative observed role was attacking wing-back in 1 starts.
The sequence distinguishes Alexa Spaanstra'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° 2023 5 5 0 No alternative role recorded 0 100 0.88 2024 12 10 2 inverted winger 1 83.3 0.7 2025 5 4 1 No alternative role recorded 0 80 0.85 2026 2 1 1 attacking wing-back 1 50 0.59
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
Alexa Spaanstra's observed-role model output by NWSL regular season.
| 2023 | 5 | 5 | 0 | No alternative role recorded | 0 | 100 | 0.88 |
| 2024 | 12 | 10 | 2 | inverted winger | 1 | 83.3 | 0.7 |
| 2025 | 5 | 4 | 1 | No alternative role recorded | 0 | 80 | 0.85 |
| 2026 | 2 | 1 | 1 | attacking wing-back | 1 | 50 | 0.59 |