:og:title: transform_num() - DataSafari Official Docs
:og:description: Transform numerical variables in a DataFrame through operations like standardization, log-transformation, various scalings, winsorization, interaction term creation and more.
:og:image: https://www.datasafari.dev/docs/_static/thumbs/ds-branding-thumb-sub-docs-transformer.png

.. meta::
   :description: Transform numerical variables in a DataFrame through operations like standardization, log-transformation, various scalings, winsorization, interaction term creation and more.
   :keywords: DataSafari, numerical data transformation, data standardization, log transformation, normalization, quantile normalization, robust scaling, Box-Cox transformation, Yeo-Johnson transformation, power transformation, winsorization, interaction term creation, polynomial features, binning, numerical scaling, variable interaction, preprocessing numerical data, DataFrame transformation, statistical transformations, handling outliers, enhancing data distribution, creating new features, DataSafari documentation
   :author: George Dreemer
   :robots: index, follow

===============
transform_num()
===============

.. currentmodule:: datasafari.transformer

.. autofunction:: transform_num