data_quantile
Calculate quantile values for each column in a dataset using specified interpolation methods. Ideal for data analysis and preprocessing tasks in structured data workflows.
Instructions
Quantile values for each column
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| input_data_file_path | Yes | Path to the input data file | |
| interpolation | No | Interpolation method | nearest |
| quantile | Yes | Quantile between 0.0 and 1.0 |
Input Schema (JSON Schema)
{
"properties": {
"input_data_file_path": {
"description": "Path to the input data file",
"type": "string"
},
"interpolation": {
"default": "nearest",
"description": "Interpolation method",
"enum": [
"nearest",
"higher",
"lower",
"midpoint",
"linear"
],
"type": "string"
},
"quantile": {
"default": 0.5,
"description": "Quantile between 0.0 and 1.0",
"maximum": 1,
"minimum": 0,
"type": "number"
}
},
"required": [
"input_data_file_path",
"quantile"
],
"type": "object"
}