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Verify missing-value and checksum evidence after conversion.
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Based on SOC occupation classification
| name | verify_nan_and_checksum_evidence |
| title | Verify NaN And Checksum Evidence |
| description | Verify missing-value and checksum evidence after conversion. |
Use this skill to confirm conversion integrity. Compare row counts, NaN or missing-value counts for converted fields, and checksum or digest evidence when available.
Report mismatches as integrity failures or caveats.
Compare scientific variables with units, ranges, and quality caveats.
Inspect dataset structure before analysis or visualization.
Evaluate data quality from observed structure and summary evidence.
Choose visual checks that match the inspected data.
Route dataset questions to structure, analysis, or visualization experts.
Choose a plot that confirms numeric conversion integrity.
