.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "glr_examples/view/plot_phase_tensor_2d.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_glr_examples_view_plot_phase_tensor_2d.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_glr_examples_view_plot_phase_tensor_2d.py:


================================================
Plot two dimensional phase  tensors
================================================

gives a quick visualization of phase tensors at the 
component 'yx'

.. GENERATED FROM PYTHON SOURCE LINES 9-12

.. code-block:: Python

    # Author: L.Kouadio 
    # Licence: BSD-3-clause








.. GENERATED FROM PYTHON SOURCE LINES 13-26

.. code-block:: Python

    from watex.view.plot import TPlot 
    from watex.datasets import load_edis 
    # get some 12 samples of EDI for demo 
    edi_data = load_edis (return_data =True, samples =12)
    # customize plot by adding plot_kws 
    plot_kws = dict( ylabel = '$Log_{10}Frequency [Hz]$', 
    						xlabel = '$Distance(m)$', 
    						cb_label= '$Phase [\degree]$' , 
    						fig_size =(6, 3), 
    						font_size =7.,
    						) 
    t= TPlot(component='yx', **plot_kws).fit(edi_data)
    # plot recovery2d using the log10 resistivity 
    t.plot_tensor2d( tensor ='phase', to_log10=True) 


.. image-sg:: /glr_examples/view/images/sphx_glr_plot_phase_tensor_2d_001.png
   :alt: plot phase tensor 2d
   :srcset: /glr_examples/view/images/sphx_glr_plot_phase_tensor_2d_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <AxesSubplot:xlabel='$Distance(m)$', ylabel='$Log_{10}Frequency [Hz]$'>




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

   **Total running time of the script:** (0 minutes 0.668 seconds)


.. _sphx_glr_download_glr_examples_view_plot_phase_tensor_2d.py:

.. only:: html

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

    .. container:: binder-badge

      .. image:: images/binder_badge_logo.svg
        :target: https://mybinder.org/v2/gh/watex/watex/0.3.X?urlpath=lab/tree/notebooks/glr_examples/view/plot_phase_tensor_2d.ipynb
        :alt: Launch binder
        :width: 150 px

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

      :download:`Download Jupyter notebook: plot_phase_tensor_2d.ipynb <plot_phase_tensor_2d.ipynb>`

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

      :download:`Download Python source code: plot_phase_tensor_2d.py <plot_phase_tensor_2d.py>`


.. only:: html

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

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