Normalization Calculator

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

Enter the number seperated by commas


Cumulative Frequency Calculatorclass width calculator
Relative frequency calculatorAll statistic calculator

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.

More Calculator

Sxx Syy Sxy calculator for linear regressiont-statistic calculator
Skewness and Kurtosis CalculatorInterquartile range calculator