correlation_analysis
Analyze relationships between numeric variables in datasets to identify patterns and dependencies for data-driven insights.
Instructions
Analyze correlations between numeric columns.
Args: name: Name of the dataframe columns: Optional list of columns to analyze. If None, uses all numeric columns. target: Optional target column to show correlations with (sorted by strength).
Returns: Correlation matrix or target correlations.
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| name | Yes | ||
| columns | No | ||
| target | No |