How did Sam Witteman's observed-role agreement change across the 2016–2017 NWSL regular seasons?
Sam Witteman's observed-role agreement increased from 58.3% in 2016 to 80% in 2017. The model evaluated 5 2017 starts and found 1 depth tensions. The most frequent alternative observed role was attacking wing-back in 1 starts.
Sam Witteman's observed-role agreement increased from 58.3% in 2016 to 80% in 2017. The model evaluated 5 2017 starts and found 1 depth tensions. The most frequent alternative observed role was attacking wing-back in 1 starts.
What mattersEvidence-backed summary
- Modeled
Sam Witteman's observed-role agreement increased from 58.3% in 2016 to 80% in 2017. The model evaluated 5 2017 starts and found 1 depth tensions. The most frequent alternative observed role was attacking wing-back in 1 starts.
The sequence distinguishes Sam Witteman'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 7 5 inverted winger 2 58.3 0.62 2017 5 4 1 attacking wing-back 1 80 0.91
Exact evidence located
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The evidence
Site-owned records returned by this workflow. The Dossier renderer preserves their values and scope.
Workflow evidence
Sam Witteman's observed-role model output by NWSL regular season.
| 2016 | 12 | 7 | 5 | inverted winger | 2 | 58.3 | 0.62 |
| 2017 | 5 | 4 | 1 | attacking wing-back | 1 | 80 | 0.91 |