:og:title: explore_num() - DataSafari Official Docs
:og:description: Explore numerical variables in a DataFrame and gain insights on distribution characteristics, outlier detection using multiple methods (Z-score, IQR, Mahalanobis), normality tests, skewness, kurtosis, correlation analysis, and multicollinearity detection.
:og:image: https://www.datasafari.dev/docs/_static/thumbs/ds-branding-thumb-sub-docs-explorer.png

.. meta::
   :description: Explore numerical variables in a DataFrame and gain insights on distribution characteristics, outlier detection using multiple methods (Z-score, IQR, Mahalanobis), normality tests, skewness, kurtosis, correlation analysis, and multicollinearity detection.
   :keywords: DataSafari, numerical data analysis, outlier detection, correlation analysis, normality testing, skewness, kurtosis, multicollinearity detection, Z-score, IQR, Mahalanobis distance, distribution analysis, statistical tests, data exploration, DataSafari documentation, pandas DataFrame
   :author: George Dreemer
   :robots: index, follow

=============
explore_num()
=============

.. currentmodule:: datasafari.explorer

.. autofunction:: explore_num