MCP Data Wrangler

MIT License

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data_quantile

Calculate quantile values for columns in a dataset using a specified interpolation method. Input a data file path and quantile value (0.0 to 1.0) to analyze data distribution effectively.

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"
}

Install Server

HTTP connection URL

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