How did Crystal Dunn's observed-role agreement change across the 2016–2024 NWSL regular seasons?
Crystal Dunn's observed-role agreement increased from 33.3% in 2016 to 75% in 2024. The model evaluated 12 2024 starts and found 3 depth tensions. The most frequent alternative observed role was attacking 8 in 1 starts.
Crystal Dunn's observed-role agreement increased from 33.3% in 2016 to 75% in 2024. The model evaluated 12 2024 starts and found 3 depth tensions. The most frequent alternative observed role was attacking 8 in 1 starts.
What mattersEvidence-backed summary
- Modeled
Crystal Dunn's observed-role agreement increased from 33.3% in 2016 to 75% in 2024. The model evaluated 12 2024 starts and found 3 depth tensions. The most frequent alternative observed role was attacking 8 in 1 starts.
The sequence distinguishes Crystal Dunn'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 12 4 8 inverted winger 4 33.3 0.58 2018 21 10 11 wide playmaker 4 47.6 0.62 2019 11 5 6 wide playmaker 3 45.5 0.42 2021 12 3 9 attacking 8 4 25 0.47 2023 17 8 9 attacking 8 4 47.1 0.7 2024 12 9 3 attacking 8 1 75 0.77
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
Crystal Dunn's observed-role model output by NWSL regular season.
| 2016 | 12 | 4 | 8 | inverted winger | 4 | 33.3 | 0.58 |
| 2018 | 21 | 10 | 11 | wide playmaker | 4 | 47.6 | 0.62 |
| 2019 | 11 | 5 | 6 | wide playmaker | 3 | 45.5 | 0.42 |
| 2021 | 12 | 3 | 9 | attacking 8 | 4 | 25 | 0.47 |
| 2023 | 17 | 8 | 9 | attacking 8 | 4 | 47.1 | 0.7 |
| 2024 | 12 | 9 | 3 | attacking 8 | 1 | 75 | 0.77 |