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Identify source datasets that require conversion policy decisions.
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Based on SOC occupation classification
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.
| name | identify_dtype_edge_cases |
| title | Identify Dtype Edge Cases |
| description | Identify source datasets that require conversion policy decisions. |
Use this skill during source inspection. Look for NaNs, complex values, float16, datetime-like integers, strings, nested structures, ragged arrays, and compression or chunking metadata that could affect conversion.
Return edge cases as explicit policy inputs.
