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Inspect dataset structure before analysis or visualization.
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Based on SOC occupation classification
Compare scientific variables with units, ranges, and quality caveats.
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.
Classify scientific dtype conversions by loss and safety risk.
| name | inspect_dataset_structure |
| title | Inspect Dataset Structure |
| description | Inspect dataset structure before analysis or visualization. |
Use this skill before answering questions about an unfamiliar scientific data file. Identify file type, groups or tables, variable names, dimensions, row counts, data types, coordinate fields, units, and obvious metadata.
Return a compact structure summary and recommend the next expert only after the available data surface is clear.
