origin_diagnose_worksheet
Checks worksheet data quality for missing values, duplicates, and non-numeric columns, reporting issues before plotting or analysis.
Instructions
Check worksheet data quality before plotting or analysis.
Reports per-column dtype, missing count/fraction, and unique count, plus structured issues: empty_worksheet and all_null_column (error), high_missing and duplicate_columns (warning), non_numeric_column and constant_column (info). high_missing_threshold is the missing fraction (0-1) that triggers a high_missing warning. "passed" is false when any error-severity issue is found.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| columns | No | Column names or zero-based column indexes selected for this operation. | |
| book_name | No | Origin workbook name. Omit to use the active workbook or the tool default. | |
| sheet_name | No | Origin worksheet name. Omit to use the active sheet or the tool default. | |
| high_missing_threshold | No | Missing-value fraction from 0 through 1 that triggers a high_missing warning. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||