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Free online normalization calculator – Optimize your data with our powerful normalization calculator. Easily standardize, scale, and transform your datasets for enhanced analysis and accuracy.

## What is normalization?

Normalization is a process used to scale data to a common range while preserving the relationships between individual data points. There are different normalization methods, and I’ll outline two of the most common ones: Min-Max Normalization and Z-Score Normalization

## Normalization formula

The formula for Min-Max Normalization is:

**X_normalized = (X – X_min) / (X_max – X_min)**

The formula for Z-Score normalization is:

**X_normalized = (X – M) / S**

- X = original value.
- M = the mean (average) of the dataset.
- S = the standard deviation of the dataset.