.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "plot_types/statistical/hist2d.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_plot_types_statistical_hist2d.py>`
        to download the full example code.

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

.. _sphx_glr_plot_types_statistical_hist2d.py:


2D Histogram
============

Bivariate histogram using :class:`Hist2D` with a colorbar.

.. GENERATED FROM PYTHON SOURCE LINES 7-35



.. image-sg:: /plot_types/statistical/images/sphx_glr_hist2d_001.png
   :alt: 2D Histogram
   :srcset: /plot_types/statistical/images/sphx_glr_hist2d_001.png
   :class: sphx-glr-single-img





.. code-block:: Python

    import numpy as np

    from emcpy.plots.plots import Hist2D
    from emcpy.plots.create_plots import CreatePlot, CreateFigure

    rng = np.random.default_rng(7)
    x = rng.normal(size=6000)
    y = 0.8 * x + rng.normal(scale=0.6, size=x.size)

    p = CreatePlot()
    layers = []

    h2 = Hist2D(x, y)
    h2.bins = (45, 45)
    h2.cmap = "magma"
    layers.append(h2)

    p.plot_layers = layers
    p.add_title("2D Histogram")
    p.add_xlabel("x")
    p.add_ylabel("y")
    p.add_grid(alpha=0.2)
    p.add_colorbar(label="count")

    fig = CreateFigure(1, 1, figsize=(6.8, 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 0.100 seconds)


.. _sphx_glr_download_plot_types_statistical_hist2d.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: hist2d.ipynb <hist2d.ipynb>`

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

      :download:`Download Python source code: hist2d.py <hist2d.py>`

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

      :download:`Download zipped: hist2d.zip <hist2d.zip>`


.. only:: html

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

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