.. _sphx_glr_plot_types_stats:

.. _stats_plots:

Statistical distributions
-------------------------

Plots of the distribution of at least one variable in a dataset. Some of these
methods also compute the distributions.



.. raw:: html

    <div class="sphx-glr-thumbnails">


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="See ~matplotlib.axes.Axes.hist.">

.. only:: html

  .. image:: /plot_types/stats/images/thumb/sphx_glr_hist_plot_thumb.png
    :alt:

  :ref:`sphx_glr_plot_types_stats_hist_plot.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">hist(x)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="See ~matplotlib.axes.Axes.boxplot.">

.. only:: html

  .. image:: /plot_types/stats/images/thumb/sphx_glr_boxplot_plot_thumb.png
    :alt:

  :ref:`sphx_glr_plot_types_stats_boxplot_plot.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">boxplot(X)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="See ~matplotlib.axes.Axes.errorbar.">

.. only:: html

  .. image:: /plot_types/stats/images/thumb/sphx_glr_errorbar_plot_thumb.png
    :alt:

  :ref:`sphx_glr_plot_types_stats_errorbar_plot.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">errorbar(x, y, yerr, xerr)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="See ~matplotlib.axes.Axes.violinplot.">

.. only:: html

  .. image:: /plot_types/stats/images/thumb/sphx_glr_violin_thumb.png
    :alt:

  :ref:`sphx_glr_plot_types_stats_violin.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">violinplot(D)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="See ~matplotlib.axes.Axes.eventplot.">

.. only:: html

  .. image:: /plot_types/stats/images/thumb/sphx_glr_eventplot_thumb.png
    :alt:

  :ref:`sphx_glr_plot_types_stats_eventplot.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">eventplot(D)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="See ~matplotlib.axes.Axes.hist2d.">

.. only:: html

  .. image:: /plot_types/stats/images/thumb/sphx_glr_hist2d_thumb.png
    :alt:

  :ref:`sphx_glr_plot_types_stats_hist2d.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">hist2d(x, y)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="See ~matplotlib.axes.Axes.hexbin.">

.. only:: html

  .. image:: /plot_types/stats/images/thumb/sphx_glr_hexbin_thumb.png
    :alt:

  :ref:`sphx_glr_plot_types_stats_hexbin.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">hexbin(x, y, C)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="See ~matplotlib.axes.Axes.pie.">

.. only:: html

  .. image:: /plot_types/stats/images/thumb/sphx_glr_pie_thumb.png
    :alt:

  :ref:`sphx_glr_plot_types_stats_pie.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">pie(x)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="See ~matplotlib.axes.Axes.ecdf.">

.. only:: html

  .. image:: /plot_types/stats/images/thumb/sphx_glr_ecdf_thumb.png
    :alt:

  :ref:`sphx_glr_plot_types_stats_ecdf.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">ecdf(x)</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /plot_types/stats/hist_plot
   /plot_types/stats/boxplot_plot
   /plot_types/stats/errorbar_plot
   /plot_types/stats/violin
   /plot_types/stats/eventplot
   /plot_types/stats/hist2d
   /plot_types/stats/hexbin
   /plot_types/stats/pie
   /plot_types/stats/ecdf