.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/plot_scatter_map.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_scatter_map.py>`
        to download the full example code.

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

.. _sphx_glr_auto_examples_plot_scatter_map.py:


=========================================
Plot the 2D ScatterData
=========================================

This example shows how to plot the 2D ScatterData object. I use a LGM d13C data from Peterson et al. 2014 (https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2013PA002552) as an example.

.. GENERATED FROM PYTHON SOURCE LINES 8-27



.. image-sg:: /auto_examples/images/sphx_glr_plot_scatter_map_001.png
   :alt: plot scatter map
   :srcset: /auto_examples/images/sphx_glr_plot_scatter_map_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none

    Downloading LGM_d13c_CLEAN.txt to /home/docs/.cgeniepy/LGM_d13c_CLEAN.txt...
    Download complete.
    /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")






|

.. code-block:: Python


    from cgeniepy.table import ScatterData
    from cgeniepy.plot import CommunityPalette
    import matplotlib.pyplot as plt
    from cgeniepy.utils import download_zenodo_file


    record_id = "13786013"
    filename = "LGM_d13c_CLEAN.txt"

    local_file_path = download_zenodo_file(record_id, filename)

    proxy_d13C = ScatterData(local_file_path, delimiter="\t", header=None)
    proxy_d13C.data.columns = ["Longitude", "Latitude", "Depth", "d13C","Event"]
    proxy_d13C.set_index(["Latitude", "Longitude"])
    cmap = CommunityPalette("scientific_vik").colormap
    proxy_d13C.plot(var='d13C', edgecolor='k', cmap=cmap)

    plt.show()


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

   **Total running time of the script:** (0 minutes 2.132 seconds)


.. _sphx_glr_download_auto_examples_plot_scatter_map.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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