Normalization Calculator

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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.

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