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

.. only:: html

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

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

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

.. _sphx_glr_examples_dataset_plot_parallel_coordinates.py:


Plot - Parallel coordinates
===========================

.. GENERATED FROM PYTHON SOURCE LINES 28-37

.. code-block:: default

    from __future__ import division, unicode_literals

    from matplotlib import pyplot as plt

    from gemseo.api import configure_logger, load_dataset

    configure_logger()






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

 Out:

 .. code-block:: none


    <RootLogger root (INFO)>



.. GENERATED FROM PYTHON SOURCE LINES 38-40

Load a dataset
--------------

.. GENERATED FROM PYTHON SOURCE LINES 40-42

.. code-block:: default

    iris = load_dataset("IrisDataset")








.. GENERATED FROM PYTHON SOURCE LINES 43-50

Plot parallel coordinates
~~~~~~~~~~~~~~~~~~~~~~~~~
We can use the
:class:`~gemseo.post.dataset.parallel_coordinates.ParallelCoordinates` plot,
a.k.a. cowebplot, where each samples is represented by a continuous straight
line in pieces whose nodes are indexed by the variables names and measure the
variables values.

.. GENERATED FROM PYTHON SOURCE LINES 50-53

.. code-block:: default

    iris.plot("ParallelCoordinates", classifier="specy", show=False)
    # Workaround for HTML rendering, instead of ``show=True``
    plt.show()



.. image:: /examples/dataset/images/sphx_glr_plot_parallel_coordinates_001.png
    :alt: plot parallel coordinates
    :class: sphx-glr-single-img






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

   **Total running time of the script:** ( 0 minutes  0.357 seconds)


.. _sphx_glr_download_examples_dataset_plot_parallel_coordinates.py:


.. only :: html

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



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

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



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

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


.. only:: html

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

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