.. _sphx_glr_examples_statistical_plots:

.. _examples-statistical-plots:

Statistical Plots
=================


.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Compare distribution shape with a classic box-and-whisker vs. violin plot.">

.. only:: html

  .. image:: /examples/statistical_plots/images/thumb/sphx_glr_box_vs_violin_thumb.png
    :alt:

  :ref:`sphx_glr_examples_statistical_plots_box_vs_violin.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Box vs Violin</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Two dense 2D binning approaches with per-axes colorbars.">

.. only:: html

  .. image:: /examples/statistical_plots/images/thumb/sphx_glr_hexbin_vs_hist2d_colorbar_thumb.png
    :alt:

  :ref:`sphx_glr_examples_statistical_plots_hexbin_vs_hist2d_colorbar.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Hexbin vs 2D Histogram with Colorbars</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Show a normalized histogram with a smooth KDE overlay.">

.. only:: html

  .. image:: /examples/statistical_plots/images/thumb/sphx_glr_histogram_kde_overlay_thumb.png
    :alt:

  :ref:`sphx_glr_examples_statistical_plots_histogram_kde_overlay.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Histogram with KDE Overlay</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to plot multiple histograms as layers on single plot.">

.. only:: html

  .. image:: /examples/statistical_plots/images/thumb/sphx_glr_layered_histogram_thumb.png
    :alt:

  :ref:`sphx_glr_examples_statistical_plots_layered_histogram.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Layered histograms</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Plot points and automatically add a regression line with R², slope, intercept.">

.. only:: html

  .. image:: /examples/statistical_plots/images/thumb/sphx_glr_scatter_with_regression_thumb.png
    :alt:

  :ref:`sphx_glr_examples_statistical_plots_scatter_with_regression.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Scatter with Linear Regression Fit</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /examples/statistical_plots/box_vs_violin
   /examples/statistical_plots/hexbin_vs_hist2d_colorbar
   /examples/statistical_plots/histogram_kde_overlay
   /examples/statistical_plots/layered_histogram
   /examples/statistical_plots/scatter_with_regression