MCP Data Wrangler

MIT License

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data_std

Calculate standard deviation for each column in a dataset. Specify input file path and delta degrees of freedom (ddof) for precise statistical analysis.

Instructions

Standard deviation values for each column

Input Schema

Name	Required	Description	Default
`ddof`	No	Delta Degrees of Freedom: the divisor used in the calculation is N - ddof
`input_data_file_path`	Yes	Path to the input data file

Input Schema (JSON Schema)

{
  "properties": {
    "ddof": {
      "default": 1,
      "description": "Delta Degrees of Freedom: the divisor used in the calculation is N - ddof",
      "minimum": 0,
      "type": "integer"
    },
    "input_data_file_path": {
      "description": "Path to the input data file",
      "type": "string"
    }
  },
  "required": [
    "input_data_file_path"
  ],
  "type": "object"
}

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