:orphan:

.. _examples:

Examples
--------

The following examples show off the functionality of EMCPy. The examples
give reference to what can be done with these collection of tools. Please
do not hesitate to issue a pull request to add further examples!



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

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    </div>


Line Plots
==========


.. raw:: html

    <div class="sphx-glr-thumbnails">

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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to create an inverted y-axis that also uses a log scale. This is useful ...">

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  .. image:: /examples/line_plots/images/thumb/sphx_glr_inverted_log_scale_thumb.png
    :alt:

  :ref:`sphx_glr_examples_line_plots_inverted_log_scale.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Invert log scale</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The following example shows how to use EMCPy&#x27;s method to plot several lines on a single subplot...">

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  .. image:: /examples/line_plots/images/thumb/sphx_glr_multi_line_plot_thumb.png
    :alt:

  :ref:`sphx_glr_examples_line_plots_multi_line_plot.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plotting multiple lines on a single plot</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This script shows several examples of the many different line plot options. They follow the sam...">

.. only:: html

  .. image:: /examples/line_plots/images/thumb/sphx_glr_line_plot_options_thumb.png
    :alt:

  :ref:`sphx_glr_examples_line_plots_line_plot_options.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Line Plot Options</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="EMCPy has a method to produce skew-T log-p plots. Given pressure, temperature, and dewpoint tem...">

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  .. image:: /examples/line_plots/images/thumb/sphx_glr_SkewT_thumb.png
    :alt:

  :ref:`sphx_glr_examples_line_plots_SkewT.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Creating a Skew-T Log-p Plot</div>
    </div>


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.. raw:: html

    </div>


Scatter Plots
=============


.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The following is an example of how to plot data as a scatter plot and include a linear regressi...">

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  .. image:: /examples/scatter_plots/images/thumb/sphx_glr_scatter_with_regression_line_thumb.png
    :alt:

  :ref:`sphx_glr_examples_scatter_plots_scatter_with_regression_line.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Creating a Scatter Plot with a Regression Line</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


Histogram Plots
===============


.. raw:: html

    <div class="sphx-glr-thumbnails">

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.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to plot multiple histograms as layers on single plot.">

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  .. image:: /examples/histograms/images/thumb/sphx_glr_layered_histogram_thumb.png
    :alt:

  :ref:`sphx_glr_examples_histograms_layered_histogram.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Layered histograms</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


Map Plots
=========


.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The following example shows how to use the map features in EMCPy. The map feature underlying so...">

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  .. image:: /examples/map_plots/images/thumb/sphx_glr_map_plot_no_data_thumb.png
    :alt:

  :ref:`sphx_glr_examples_map_plots_map_plot_no_data.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Creating a map plot with no data</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Sometimes, users only want to look at the locations of their data on a map and do not care abou...">

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  .. image:: /examples/map_plots/images/thumb/sphx_glr_map_scatter_2D_thumb.png
    :alt:

  :ref:`sphx_glr_examples_map_plots_map_scatter_2D.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plotting 2D scatter data on map plot</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="EMCPy&#x27;s map domain includes a feature to create a custom dictionary with specified lat and lon ...">

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  .. image:: /examples/map_plots/images/thumb/sphx_glr_custom_map_domain_thumb.png
    :alt:

  :ref:`sphx_glr_examples_map_plots_custom_map_domain.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Create a custom map domain</div>
    </div>


.. thumbnail-parent-div-close

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    </div>


.. toctree::
   :hidden:
   :includehidden:


   /examples/line_plots/index.rst
   /examples/scatter_plots/index.rst
   /examples/histograms/index.rst
   /examples/map_plots/index.rst


.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-gallery

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

      :download:`Download all examples in Python source code: examples_python.zip </examples/examples_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: examples_jupyter.zip </examples/examples_jupyter.zip>`


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

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