describe_data
Generate summary statistics for data files, including custom percentiles and interpolation methods, using a standardized interface for data wrangling and analysis.
Instructions
Summary statistics of the input data
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| input_data_file_path | No | Path to the input data file | |
| interpolation | No | Interpolation method used when calculating percentiles | nearest |
| percentiles | No | List of percentiles to include in the summary statistics. All values must be in the range [0, 1]. |
Input Schema (JSON Schema)
{
"properties": {
"input_data_file_path": {
"description": "Path to the input data file",
"type": "string"
},
"interpolation": {
"default": "nearest",
"description": "Interpolation method used when calculating percentiles",
"enum": [
"nearest",
"higher",
"lower",
"midpoint",
"linear"
],
"type": "string"
},
"percentiles": {
"default": [
0.25,
0.5,
0.75
],
"description": "List of percentiles to include in the summary statistics. All values must be in the range [0, 1].",
"items": {
"type": "number"
},
"type": "array"
}
},
"type": "object"
}