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

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_examples_dataset_visualization_plot_radar_chart.py>`
        to download the full example code

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

.. _sphx_glr_examples_dataset_visualization_plot_radar_chart.py:


Radar chart
===========

.. GENERATED FROM PYTHON SOURCE LINES 26-38

.. code-block:: Python


    from __future__ import annotations

    from numpy import array

    from gemseo import configure_logger
    from gemseo.datasets.dataset import Dataset
    from gemseo.post.dataset.radar_chart import RadarChart

    configure_logger()






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

 .. code-block:: none


    <RootLogger root (INFO)>



.. GENERATED FROM PYTHON SOURCE LINES 39-43

Build a dataset
---------------
Let us consider two series of values for the variables *x1*, *x2* and *x3*
which we arrange in rows in a :class:`.Dataset`:

.. GENERATED FROM PYTHON SOURCE LINES 43-49

.. code-block:: Python

    dataset = Dataset()
    dataset.add_variable("x1", array([[0.2, 0.4, 0.5], [0.1, 0.3, 0.5]]))
    dataset.add_variable("x2", array([[0.6], [0.5]]))
    dataset.add_variable("x3", array([[0.8], [0.7]]))
    dataset.index = ["series_1", "series_2"]








.. GENERATED FROM PYTHON SOURCE LINES 50-54

Plot the two series on a radar chart
------------------------------------
We can use a :class:`.RadarChart` to display these series,
with one color per series and the values grouped by variable name:

.. GENERATED FROM PYTHON SOURCE LINES 54-58

.. code-block:: Python

    plot = RadarChart(dataset, connect=True, radial_ticks=True)
    plot.rmin = -0.5
    plot.rmax = 1.0
    plot.execute(save=False, show=True)



.. image-sg:: /examples/dataset/visualization/images/sphx_glr_plot_radar_chart_001.png
   :alt: plot radar chart
   :srcset: /examples/dataset/visualization/images/sphx_glr_plot_radar_chart_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    [<Figure size 640x480 with 1 Axes>]




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

   **Total running time of the script:** (0 minutes 0.129 seconds)


.. _sphx_glr_download_examples_dataset_visualization_plot_radar_chart.py:

.. only:: html

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

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

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

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

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


.. only:: html

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

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