scikit-na
=========

**scikit-na** is a Python package for missing data (NA) analysis. The package
includes many functions for statistical analysis, modeling, and data
visualization. The latter is done using two packages — `matplotlib
<https://matplotlib.org/>`_ and `Altair <https://altair-viz.github.io>`_.

.. image:: _static/titanic_vis.png
   :alt: scikit-na visualizations

Features
~~~~~~~~

* Interactive report (based on `ipywidgets <https://github.com/jupyter-widgets/ipywidgets>`_)
* Descriptive statistics
* Hypotheses tests
* Regression modelling
* Data visualization

.. toctree::
   :maxdepth: 2
   :caption: Usage
   :hidden:

   Installation <install>
   Interactive report <report>
   Statistics <stats>
   Regression modeling <regression>
   Data visualization <vis>

.. toctree::
   :maxdepth: 2
   :caption: API
   :hidden:

   scikit_na <scikit_na>
   scikit_na.altair <scikit_na.altair>
   scikit_na.mpl <scikit_na.mpl>