detect_outliers
Identify outliers in numeric columns using the IQR method. Specify custom threshold or columns for precise detection within large CSV files.
Instructions
Detect outliers in numeric columns.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| columns | No | ||
| method | No | iqr | |
| session_id | Yes | ||
| threshold | No |
Input Schema (JSON Schema)
{
"properties": {
"columns": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Columns"
},
"method": {
"default": "iqr",
"title": "Method",
"type": "string"
},
"session_id": {
"title": "Session Id",
"type": "string"
},
"threshold": {
"default": 1.5,
"title": "Threshold",
"type": "number"
}
},
"required": [
"session_id"
],
"type": "object"
}