Utilities
=========

.. currentmodule:: plotnine_extra

Summary Helpers
---------------

get_summary_stats
~~~~~~~~~~~~~~~~~

.. autofunction:: get_summary_stats

desc_statby
~~~~~~~~~~~

.. autofunction:: desc_statby

add_summary
~~~~~~~~~~~

.. autofunction:: add_summary

Summary Functions
-----------------

mean_ci
~~~~~~~

.. autofunction:: mean_ci

mean_sd
~~~~~~~

.. autofunction:: mean_sd

mean_se_
~~~~~~~~

.. autofunction:: mean_se_

mean_range
~~~~~~~~~~

.. autofunction:: mean_range

median_iqr
~~~~~~~~~~

.. autofunction:: median_iqr

median_mad
~~~~~~~~~~

.. autofunction:: median_mad

median_range
~~~~~~~~~~~~

.. autofunction:: median_range

median_q1q3
~~~~~~~~~~~

.. autofunction:: median_q1q3

median_hilow_
~~~~~~~~~~~~~

.. autofunction:: median_hilow_