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