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Route dataset questions to structure, analysis, or visualization experts.
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Based on SOC occupation classification
| name | route_dataset_questions |
| title | Route Dataset Questions |
| description | Route dataset questions to structure, analysis, or visualization experts. |
Use this skill at the root of a data-semantics workflow. First preserve the user goal and exact data handles. Delegate structure discovery before analysis when the file surface is unknown.
Route to analysis for statistics, quality, comparison, or derived claims. Route to visualization only after the relevant variables and caveats are known.
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.
Choose a plot that confirms numeric conversion integrity.
Classify scientific dtype conversions by loss and safety risk.
