.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "examples/22-showcase-planets.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_examples_22-showcase-planets.py>`
        to download the full example code.

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

.. _sphx_glr_examples_22-showcase-planets.py:


====================
Planet Demo
====================

.. GENERATED FROM PYTHON SOURCE LINES 7-130



.. image-sg:: /examples/images/sphx_glr_22-showcase-planets_001.png
   :alt: 22 showcase planets
   :srcset: /examples/images/sphx_glr_22-showcase-planets_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    import numpy as np
    import matplotlib.pyplot as plt
    import seaborn as sns
    import cmocean as cmo

    sns.set_theme()
    cmap = "cmo.thermal"
    # cmap = "Wistia"

    # Load the example planets dataset
    skip_method = [
        'Pulsation Timing Variations',
        'Pulsar Timing',
        'Orbital Brightness Modulation',
    ]

    planets = sns.load_dataset("planets").query(f"method not in {skip_method}")

    fig, ax = plt.subplots(1, 1, num=1, clear=True)

    k = planets.groupby("method")["distance"].mean().sort_values()
    ind = k.dropna().index.values

    sns.kdeplot(
        planets,
        x="distance",
        hue="method",
        hue_order=ind,
        ax=ax,
        fill=True,
        common_norm=False,
        log_scale=True,
    )

    from mpl_visual_context.spreader import spready

    polys = ax.collections[::-1]
    dy = 0.7

    yindices = np.arange(len(ind))
    yoffsets = spready(polys, yindices, dy=dy)

    ax.set_ylim(min(yoffsets) - 0.5 * dy, max(yoffsets) + dy)

    ax.set_yticks(yoffsets)
    ax.tick_params(labelleft=False)
    ax.yaxis.label.set_visible(False)
    ax.xaxis.label.set(size=15, text="Distance")

    import mpl_visual_context.patheffects as pe
    import mpl_visual_context.image_effect as ie

    tick_glow = pe.StrokeColor("w") | pe.Glow(alpha_line=1)
    ax.xaxis.label.set_path_effects([tick_glow, pe.FillOnly()])

    for l, o in zip(ind, yoffsets):
        t = ax.annotate(
            l,
            (0, o),
            # fontfamily="cursive",
            fontsize=12,
            xycoords=("axes fraction", "data"),
            xytext=(5, 5),
            textcoords="offset points",
            zorder=10,
        )
        t.set_path_effects([pe.GCModify(linewidth=3) | pe.StrokeColor("w"), pe.FillOnly()])

    ax.legend_.remove()

    from mpl_visual_context.axes_panel import PanelMaker

    pm = PanelMaker(ax)
    panels = {}
    panels["bl"] = pm.add_panel("bottom", "label")
    panels["btl"] = pm.add_panel("bottom", "ticklabels")

    panels["bl"].grid(True)
    panels["btl"].grid(True)

    panels["btl"].annotation_set(path_effects=[tick_glow, pe.FillOnly()])

    from mpl_visual_context.image_box import ImageBox

    bbox_image = ImageBox(
        "right", alpha=0.5, extent=[0, 0, 1, 1], coords="axes fraction", cmap=cmap
    )

    panels["bl"].add_artist(bbox_image)

    for p in polys:
        bbox_image = ImageBox(
            "right",
            alpha="0. ^ 0.5",
            extent=[0, 0, 1, 1],
            coords=("axes fraction", p),
            cmap=cmap,
        )
        pel = [
            pe.FillImage(bbox_image, ax=ax, clip_box=None)
            | pe.ImageEffect(
                ie.Pad(10)
                | ie.LightSource(
                    erosion_size=10, gaussian_size=20, azdeg=200, blend_mode="soft"
                )
            ),
            pe.GCModify(alpha=0.5) | pe.Partial(0.5, 1.0) | pe.Open() | pe.StrokeOnly(),
        ]
        p.set_path_effects(pel)
        p.set_zorder(p.get_zorder() + 3)

        # to prevent the patch being clipped by axes.
        p.set_clip_on(False)

    # to suppress the warning
    import warnings

    with warnings.catch_warnings():
        warnings.filterwarnings('ignore', r'This figure includes Axes')
        plt.tight_layout(rect=[0, 0, 1, 0.9])

    plt.show()


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

   **Total running time of the script:** (0 minutes 1.181 seconds)


.. _sphx_glr_download_examples_22-showcase-planets.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: 22-showcase-planets.ipynb <22-showcase-planets.ipynb>`

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

      :download:`Download Python source code: 22-showcase-planets.py <22-showcase-planets.py>`

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

      :download:`Download zipped: 22-showcase-planets.zip <22-showcase-planets.zip>`


.. only:: html

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

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