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

.. only:: html

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

        Click :ref:`here <sphx_glr_download_examples_dataset_plot_bars.py>`
        to download the full example code

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

.. _sphx_glr_examples_dataset_plot_bars.py:


Plot - Bars
===========

.. GENERATED FROM PYTHON SOURCE LINES 26-37

.. code-block:: default

    from __future__ import annotations

    from gemseo.api import configure_logger
    from gemseo.core.dataset import Dataset
    from gemseo.post.dataset.bars import BarPlot
    from matplotlib import pyplot as plt
    from numpy import array

    configure_logger()






.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <RootLogger root (INFO)>



.. GENERATED FROM PYTHON SOURCE LINES 38-40

Build a dataset
---------------

.. GENERATED FROM PYTHON SOURCE LINES 40-46

.. code-block:: default

    dataset = Dataset()
    dataset.add_variable("x1", array([[0.25, 0.35], [0.75, 0.85]]))
    dataset.add_variable("x2", array([[0.5], [0.5]]))
    dataset.add_variable("x3", array([[0.75], [0.25]]))
    dataset.row_names = ["series_1", "series_2"]








.. GENERATED FROM PYTHON SOURCE LINES 47-50

Plot the two series on a radar chart
------------------------------------
We can use the :class:`.BarPlot` plot

.. GENERATED FROM PYTHON SOURCE LINES 50-55

.. code-block:: default

    plot = BarPlot(dataset)
    plot.colormap = "PiYG"
    plot.execute(save=False, show=False)
    # Workaround for HTML rendering, instead of ``show=True``
    plt.show()



.. image-sg:: /examples/dataset/images/sphx_glr_plot_bars_001.png
   :alt: plot bars
   :srcset: /examples/dataset/images/sphx_glr_plot_bars_001.png
   :class: sphx-glr-single-img






.. rst-class:: sphx-glr-timing

   **Total running time of the script:** ( 0 minutes  0.141 seconds)


.. _sphx_glr_download_examples_dataset_plot_bars.py:

.. only:: html

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


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

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

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

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


.. only:: html

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

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