clean_data
Clean datasets by removing missing values and normalizing numeric columns to prepare data for analysis in the Data Analytics MCP Toolkit.
Instructions
Clean dataset: optionally drop NA rows and z-score normalize numeric columns.
Updates the dataset in place; returns data_id and row count.
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| data_id | Yes | ||
| session_id | No | default | |
| drop_na | No | ||
| normalize | No |