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
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"
}
}
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]