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

.. only:: html

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

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

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

.. _sphx_glr_examples_map_plots_map_scatter_integer_categories.py:


Map scatter (integer categories)
================================

Integer categories with an automatic discrete color scale and colorbar.

.. GENERATED FROM PYTHON SOURCE LINES 7-34



.. image-sg:: /examples/map_plots/images/sphx_glr_map_scatter_integer_categories_001.png
   :alt: Map scatter (integer categories)
   :srcset: /examples/map_plots/images/sphx_glr_map_scatter_integer_categories_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    import numpy as np
    from emcpy.plots.map_plots import MapScatter
    from emcpy.plots.create_plots import CreatePlot, CreateFigure

    rng = np.random.default_rng(1)
    n = 600
    lat = rng.uniform(25, 49, n)
    lon = rng.uniform(-125, -67, n)
    cat = rng.integers(0, 7, n)  # 7 classes

    p = CreatePlot(projection="plcarr", domain="conus")
    ms = MapScatter(lat, lon, data=cat)
    ms.integer_field = True      # auto BoundaryNorm + discrete ticks
    ms.cmap = "tab10"
    ms.markersize = 10

    p.plot_layers = [ms]
    p.add_map_features(["states", "coastline"])
    p.add_colorbar(label="Category")
    p.add_title("Map scatter (integer categories)")
    p.add_grid()

    fig = CreateFigure(1, 1, figsize=(9, 5.2))
    fig.plot_list = [p]
    fig.create_figure()
    fig.tight_layout()


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

   **Total running time of the script:** (0 minutes 0.160 seconds)


.. _sphx_glr_download_examples_map_plots_map_scatter_integer_categories.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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