Published June 4, 2026
| Version water-quality-ee-dmlr-2026-06-04
Dataset
Open
Water Quality Estonia DMLR Frozen Release
Description
Frozen dataset and benchmark release for the preprint A Data-Centric Audit of Estonian Water-Quality Open Data.
The release contains a canonical 69,447-row corpus derived from Terviseamet open data, deterministic label-reproducibility audit buckets, an 80/20 temporal split, regenerated baseline model metrics, LightGBM test predictions, SHAP summaries, Croissant metadata, and a dataset supplement PDF.
The upstream measurements remain Terviseamet open data. This derived release does not claim validation, endorsement, or official response from Terviseamet; provider response is pending.
Notes
Terviseamet is the upstream open-data provider. No official response, validation, or endorsement from Terviseamet has been received for this derived benchmark release.
Files
croissant.json
Files
(20.4 MB)
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Additional details
Related works
- Is supplement to
- https://github.com/tyche-institute/water-quality-ee (URL)
- https://h2oatlas.ee (URL)