analyze_columns

Analyze specific dataset columns to retrieve statistical insights, including value distribution, top values, and numeric metrics. Supports grouping up to 10 columns for combined analysis.

Instructions

Analyzes specific columns in a dataset by running statistical queries and returning computed metrics. This tool allows users to get statistical information about a specific column, including value distribution, top values, and numeric statistics (for numeric columns). Supports analyzing up to 10 columns at once by specifying an array of column names in the 'columns' parameter. When multiple columns are specified, they will be analyzed together as a group, showing the distribution of their combined values. Use this tool before running queries to get a better understanding of the data in your dataset.

Input Schema

Name	Required	Description
`columns`	Yes	The names of the columns to analyze
`dataset`	Yes	The dataset containing the column to analyze
`environment`	Yes	The Honeycomb environment containing the dataset
`timeRange`	No	Time range in seconds to analyze. Default is 2 hours.

Input Schema (JSON Schema)

{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false,
  "properties": {
    "columns": {
      "description": "The names of the columns to analyze",
      "items": {
        "type": "string"
      },
      "maxItems": 10,
      "minItems": 1,
      "type": "array"
    },
    "dataset": {
      "description": "The dataset containing the column to analyze",
      "minLength": 1,
      "type": "string"
    },
    "environment": {
      "description": "The Honeycomb environment containing the dataset",
      "minLength": 1,
      "type": "string"
    },
    "timeRange": {
      "description": "Time range in seconds to analyze. Default is 2 hours.",
      "exclusiveMinimum": 0,
      "type": "number"
    }
  },
  "required": [
    "environment",
    "dataset",
    "columns"
  ],
  "type": "object"
}

hny-mcp

analyze_columns

Instructions

Input Schema

Input Schema (JSON Schema)

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