data_describe
====================

.. py:module:: data_describe

.. autoapi-nested-parse::

   data-describe.

   data-describe
   =============

   data-describe is a Python toolkit for Exploratory Data Analysis (EDA).
   It aims to accelerate data exploration and analysis by providing automated
   and polished analysis widgets.

   Main Features
   -------------
       - clusters: Clustering analysis and visualization on a 2D plot
       - correlations: Association measures for both numeric and categorical features
       - data_heatmap: Data variation and missingness heatmap
       - data_summary: Selected summary (descriptive) statistics
       - distributions: Histograms, violin plots, bar charts
       - scatter_plots: Scatterplots
       - importance: Feature ranking
       - time_series: Time series analysis and visualizations

   .. rubric:: Examples

   Basic Usage::

       import data_describe as dd
       dd.data_summary(df)



.. toctree::
   :titlesonly:
   :maxdepth: 1

   backends/index.rst
   compat/index.rst
   config/index.rst
   core/index.rst
   dimensionality_reduction/index.rst
   metrics/index.rst
   misc/index.rst
   privacy/index.rst
   text/index.rst