Categories

Min-Max Normalizer

Normalize numerical data using Min-Max scaling to transform values to a 0-1 range. Perfect for machine learning preprocessing, data analysis, and feature scaling. Features: - Min-Max scaling (0-1 normalization) - Custom range support (e.g., -1 to 1) - Multiple column selection - Automatic data type detection - Handles missing values - Preserves non-numeric columns - Statistical summary included Common Use Cases: - Machine learning feature preparation - Neural network input normalization - Data visualization preprocessing - Comparative analysis across different scales

API Documentation

Request Endpoint

POST /en/api/tools/data-normalizer-minmax

Request Parameters

Parameter Name Type Required Description
inputData textarea Yes -
targetColumns textarea No -
outputRange text No -
handleMissing select No -
preserveOriginal checkbox No -
decimalPlaces number No -
includeStatistics checkbox No -

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-data-normalizer-minmax": {
      "name": "data-normalizer-minmax",
      "description": "Normalize numerical data using Min-Max scaling to transform values to a 0-1 range. Perfect for machine learning preprocessing, data analysis, and feature scaling.

Features:
- Min-Max scaling (0-1 normalization)
- Custom range support (e.g., -1 to 1)
- Multiple column selection
- Automatic data type detection
- Handles missing values
- Preserves non-numeric columns
- Statistical summary included

Common Use Cases:
- Machine learning feature preparation
- Neural network input normalization
- Data visualization preprocessing
- Comparative analysis across different scales",
      "baseUrl": "https://elysiatools.com/mcp/sse?toolId=data-normalizer-minmax",
      "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]