How did Thembi Kgatlana's observed-role agreement change across the 2018–2023 NWSL regular seasons?
Thembi Kgatlana's observed-role agreement increased from 50% in 2018 to 71.4% in 2023. The model evaluated 7 2023 starts and found 2 depth tensions. The most frequent alternative observed role was inverted winger in 2 starts.
Thembi Kgatlana's observed-role agreement increased from 50% in 2018 to 71.4% in 2023. The model evaluated 7 2023 starts and found 2 depth tensions. The most frequent alternative observed role was inverted winger in 2 starts.
What mattersEvidence-backed summary
- Modeled
Thembi Kgatlana's observed-role agreement increased from 50% in 2018 to 71.4% in 2023. The model evaluated 7 2023 starts and found 2 depth tensions. The most frequent alternative observed role was inverted winger in 2 starts.
The sequence distinguishes Thembi Kgatlana'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° 2018 2 1 1 inverted winger 1 50 0.67 2023 7 5 2 inverted winger 2 71.4 0.9
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
Thembi Kgatlana's observed-role model output by NWSL regular season.
| 2018 | 2 | 1 | 1 | inverted winger | 1 | 50 | 0.67 |
| 2023 | 7 | 5 | 2 | inverted winger | 2 | 71.4 | 0.9 |