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Choose a plot that confirms numeric conversion integrity.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
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.
Classify scientific dtype conversions by loss and safety risk.
| name | choose_numeric_confirmation_plot |
| title | Choose Numeric Confirmation Plot |
| description | Choose a plot that confirms numeric conversion integrity. |
Use this skill after conversion and integrity evidence are available. Choose a small plot that confirms preserved numeric structure, such as source versus converted values, histograms, or missing-value counts.
Do not use visualization as the primary integrity proof; use it as a readable confirmation of tool evidence.
