Data Distribution Analyzer

Comprehensive data distribution analysis with normality tests, outlier detection, and goodness-of-fit assessments

API Documentation

Request Endpoint

POST /en/api/tools/distribution-analyzer

Request Parameters

Parameter Name	Type	Required	Description
dataInput	textarea	Yes	-
dataFormat	select	Yes	-
significanceLevel	select	Yes	-
includeHistogram	checkbox	No	Generate frequency distribution and percentile information
testNormality	checkbox	No	Perform Anderson-Darling, Shapiro-Wilk, and Jarque-Bera tests
detectOutliers	checkbox	No	Identify outliers using multiple methods (IQR, Z-score, and robust statistics)

Response Format

{
  "result": "Processed text content",
  "error": "Error message (optional)",
  "message": "Notification message (optional)",
  "metadata": {
    "key": "value"
  }
}

Text: Text

AI MCP Documentation

Add this tool to your MCP server configuration:

{
  "mcpServers": {
    "elysiatools-distribution-analyzer": {
      "name": "distribution-analyzer",
      "description": "Comprehensive data distribution analysis with normality tests, outlier detection, and goodness-of-fit assessments",
      "baseUrl": "https://elysiatools.com/mcp/sse?toolId=distribution-analyzer",
      "command": "",
      "args": [],
      "env": {},
      "isActive": true,
      "type": "sse"
    }
  }
}

You can chain multiple tools, e.g.: `https://elysiatools.com/mcp/sse?toolId=png-to-webp,jpg-to-webp,gif-to-webp`, max 20 tools.

If you encounter any issues, please contact us at [email protected]