Feature Engineering Calculator

Enter your data in the fields below. Use commas, spaces, or newlines to separate values.

Numerical Transformations: Apply common scaling and transformations to numerical data.

Date/Time Feature Extraction: Extract useful components from date strings (YYYY-MM-DD).

Numerical Data (e.g., 10, 20.5, 30, 45.2):

Date Data (e.g., 2023-01-15, 2024-03-01, 2025-07-20):

Decimal Places for Results:

Power for Power Transformation (e.g., 2 for x²):

Log Base (for Log Transformation):

Feature Engineering Results

Original	Min-Max Scaled	Standardized	Log Transformed	Sqrt Transformed	Power Transformed	Reciprocal

Summary Statistics:

Original Date	Year	Month	Day	Day of Week	Week Number