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

.. only:: html

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

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

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

.. _sphx_glr_auto_examples_plot_paleomask.py:


==============================================
Add paleogeography mask in scatter data plot
==============================================

This example shows how to add paleogeography mask according to input age

.. GENERATED FROM PYTHON SOURCE LINES 8-30



.. image-sg:: /auto_examples/images/sphx_glr_plot_paleomask_001.png
   :alt: plot paleomask
   :srcset: /auto_examples/images/sphx_glr_plot_paleomask_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none

    /home/docs/checkouts/readthedocs.org/user_builds/cgeniepy/envs/stable/lib/python3.12/site-packages/cgeniepy/plot.py:632: UserWarning: kind is not used for map plotting
      warnings.warn("kind is not used for map plotting")

    <matplotlib.collections.PathCollection object at 0x7d6f32350e90>





|

.. code-block:: Python

    from cgeniepy.table import ScatterData
    import pandas as pd
    import numpy as np

    # Generate random data
    np.random.seed(1239124)  # Set seed for reproducibility

    # Create random latitude, longitude, and variable values
    random_data = pd.DataFrame({
        'lat': np.random.uniform(-90, 90, 100),
        'lon': np.random.uniform(-180, 180, 100),
        'dummy_var': np.random.random(100) * 100 
    })

    # Convert to ScatterData object
    random_data = ScatterData(random_data)

    # Set MultiIndex for the data
    random_data.set_index(['lat', 'lon'])

    # Plot with specified parameters
    random_data.plot(var='dummy_var', edgecolor='k', mask_age=100)


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

   **Total running time of the script:** (0 minutes 7.171 seconds)


.. _sphx_glr_download_auto_examples_plot_paleomask.py:

.. only:: html

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

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

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

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

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

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_paleomask.zip <plot_paleomask.zip>`


.. only:: html

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

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