How did Arin Wright's observed-role agreement change across the 2016–2026 NWSL regular seasons?
Arin Wright's observed-role agreement increased from 80% in 2016 to 100% in 2026. The model evaluated 16 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Arin Wright in 2026.
Arin Wright's observed-role agreement increased from 80% in 2016 to 100% in 2026. The model evaluated 16 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Arin Wright in 2026.
What mattersEvidence-backed summary
- Modeled
Arin Wright's observed-role agreement increased from 80% in 2016 to 100% in 2026. The model evaluated 16 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Arin Wright in 2026.
The sequence distinguishes Arin Wright'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 20 16 4 attacking wing-back 1 80 0.88 2017 21 21 0 No alternative role recorded 0 100 0.97 2018 23 22 1 No alternative role recorded 0 95.7 0.9 2019 17 14 3 No alternative role recorded 0 82.4 0.86 2021 19 18 1 attacking wing-back 1 94.7 0.9 2022 7 3 4 attacking wing-back 1 42.9 0.92 2023 19 18 1 attacking wing-back 1 94.7 0.93 2024 21 20 1 No alternative role recorded 0 95.2 0.93
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
Arin Wright's observed-role model output by NWSL regular season.
| 2016 | 20 | 16 | 4 | attacking wing-back | 1 | 80 | 0.88 |
| 2017 | 21 | 21 | 0 | No alternative role recorded | 0 | 100 | 0.97 |
| 2018 | 23 | 22 | 1 | No alternative role recorded | 0 | 95.7 | 0.9 |
| 2019 | 17 | 14 | 3 | No alternative role recorded | 0 | 82.4 | 0.86 |
| 2021 | 19 | 18 | 1 | attacking wing-back | 1 | 94.7 | 0.9 |
| 2022 | 7 | 3 | 4 | attacking wing-back | 1 | 42.9 | 0.92 |
| 2023 | 19 | 18 | 1 | attacking wing-back | 1 | 94.7 | 0.93 |
| 2024 | 21 | 20 | 1 | No alternative role recorded | 0 | 95.2 | 0.93 |
| 2025 | 21 | 19 | 2 | half-back | 2 | 90.5 | 0.87 |
| 2026 | 16 | 16 | 0 | No alternative role recorded | 0 | 100 | 0.95 |