AI Tools

Data Normalization

Normalize data with Min-Max, Z-score, or Robust scaling and export as CSV.

10 rows × 3 columns

Distribution Comparison

Before / After Statistics

ColumnMean (before)Mean (after)Std (before)Std (after)Min (after)Max (after)
age36.300.433310.390.31490.00001.0000
salary70200.000.361639336.500.31470.00001.0000
experience9.900.37087.570.31540.00001.0000

Normalized Data

agesalaryexperience
0.09090.04000.0417
0.24240.16000.1667
0.39390.28000.2917
0.54550.44000.4583
0.69700.60000.5833
0.84850.76000.7917
0.00000.00000.0000
0.18180.12000.1250
1.00001.00001.0000
0.33330.21600.2500

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