
.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/plot_9_plotly.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        Click :ref:`here <sphx_glr_download_auto_examples_plot_9_plotly.py>`
        to download the full example code or to run this example in your browser via Binder

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_plot_9_plotly.py:


========================================
Example with the plotly graphing library
========================================

Sphinx-Gallery supports examples made with the
`plotly library <https://plotly.com/python/>`_. Sphinx-Gallery is able to
capture the ``_repr_html_`` of plotly figure objects (see :ref:`capture_repr`).
To display the figure, the last line in your code block should therefore be
the plotly figure object.

In order to use plotly, the ``conf.py`` of the project should include the
following lines to select the appropriate plotly renderer::

    import plotly.io as pio
    pio.renderers.default = 'sphinx_gallery'

**Optional**: the ``sphinx_gallery`` renderer of plotly will not generate png
thumbnails. For png thumbnails, you can use instead the ``sphinx_gallery_png``
renderer, and add ``plotly.io._sg_scraper.plotly_sg_scraper`` to the list of
:ref:`image_scrapers`. The scraper requires you to
`install the orca package <https://plotly.com/python/static-image-export/>`_.

This tutorial gives a few examples of plotly figures, starting with its
high-level API `plotly express <https://plotly.com/python/plotly-express/>`_.

.. GENERATED FROM PYTHON SOURCE LINES 27-37

.. code-block:: python3

    import plotly.express as px
    import numpy as np

    df = px.data.tips()
    fig = px.bar(df, x='sex', y='total_bill', facet_col='day', color='smoker', barmode='group',
                 template='presentation+plotly'
                 )
    fig.update_layout(height=400)
    fig






.. raw:: html

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    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 38-42

In addition to the classical scatter or bar charts, plotly provides a large
variety of traces, such as the sunburst hierarchical trace of the following
example. plotly is an interactive library: click on one of the continents
for a more detailed view of the drill-down.

.. GENERATED FROM PYTHON SOURCE LINES 42-52

.. code-block:: python3


    df = px.data.gapminder().query("year == 2007")
    fig = px.sunburst(df, path=['continent', 'country'], values='pop',
                      color='lifeExp', hover_data=['iso_alpha'],
                      color_continuous_scale='RdBu',
                      color_continuous_midpoint=np.average(df['lifeExp'], weights=df['pop']))
    fig.update_layout(title_text='Life expectancy of countries and continents')
    fig







.. raw:: html

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.. GENERATED FROM PYTHON SOURCE LINES 53-56

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.. GENERATED FROM PYTHON SOURCE LINES 56-66

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**Estimated memory usage:**  21 MB


.. _sphx_glr_download_auto_examples_plot_9_plotly.py:


.. only :: html

 .. container:: sphx-glr-footer
    :class: sphx-glr-footer-example


  .. container:: binder-badge

    .. image:: images/binder_badge_logo.svg
      :target: https://mybinder.org/v2/gh/sphinx-gallery/sphinx-gallery.github.io/master?urlpath=lab/tree/notebooks/auto_examples/plot_9_plotly.ipynb
      :alt: Launch binder
      :width: 150 px


  .. container:: sphx-glr-download sphx-glr-download-python

     :download:`Download Python source code: plot_9_plotly.py <plot_9_plotly.py>`



  .. container:: sphx-glr-download sphx-glr-download-jupyter

     :download:`Download Jupyter notebook: plot_9_plotly.ipynb <plot_9_plotly.ipynb>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_
