:og:title: DataSafari Official Docs
:og:description: DataSafari simplifies complex data science tasks into straightforward, powerful one-liners.
:og:image: https://www.datasafari.dev/docs/_static/thumbs/ds-branding-thumb-main-docs.png

.. meta::
   :keywords: DataSafari, Python data analysis, machine learning, data preprocessing, data transformation, statistical analysis, hypothesis testing, data encoding, data cleaning, model selection, model tuning, predictive modeling, statistical inference, DataFrame manipulation, data visualization, exploratory data analysis, data science, advanced data processing, documentation, user guide
   :author: George Dreemer
   :robots: index, follow

Welcome to DataSafari's Documentation!
======================================

DataSafari simplifies complex data science tasks into straightforward, powerful one-liners. Whether you're exploring data, evaluating statistical assumptions, transforming datasets, or building predictive models, DataSafari provides all the tools you need in one package.

.. include:: start.rst

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.. include:: glance.rst

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.. include:: other/contact.rst


.. toctree::
   :maxdepth: 1
   :hidden:

   Home <self>
   Quick Start <start>
   Subpackages Overview <glance>

.. toctree::
   :maxdepth: 1
   :caption: Explorers
   :hidden:

   explorers/explore_df
   explorers/explore_num
   explorers/explore_cat

.. toctree::
   :maxdepth: 1
   :caption: Transformers
   :hidden:

   transformers/transform_num
   transformers/transform_cat

.. toctree::
   :maxdepth: 1
   :caption: Evaluators
   :hidden:

   evaluators/evaluate_normality
   evaluators/evaluate_variance
   evaluators/evaluate_dtype
   evaluators/evaluate_contingency_table

.. toctree::
   :maxdepth: 1
   :caption: Predictors
   :hidden:

   predictors/predict_hypothesis
   predictors/predict_ml

.. toctree::
   :maxdepth: 1
   :caption: Other
   :hidden:

   Installation Guide <other/installation>
   General Index <genindex>
   License <other/lic-gpl3>
   Contact <other/contact>

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    *Thank you very much for taking an interest in DataSafari.* |:heart:| - George