Data Tools

Data Normalization

Normalize numerical data using min-max scaling, z-score standardization, or robust scaling

Input data (JSON array)
Normalized data
Output will appear here...
Example input
[
  { "id": 1, "price": 25.99, "sales": 150 },
  { "id": 2, "price": 999.99, "sales": 5 },
  { "id": 3, "price": 49.99, "sales": 89 }
]
  • Min-Max: scale to a target range (default [0, 1])
  • Z-Score: mean 0, standard deviation 1
  • Robust: median and IQR based scaling