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

.. only:: html

    .. meta::
        :keywords: codex

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

        :ref:`Go to the end <sphx_glr_download_plot_types_stats_hist2d.py>`
        to download the full example code

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

.. _sphx_glr_plot_types_stats_hist2d.py:


============
hist2d(x, y)
============

See `~matplotlib.axes.Axes.hist2d`.

.. GENERATED FROM PYTHON SOURCE LINES 8-26



.. image-sg:: /plot_types/stats/images/sphx_glr_hist2d_001.png
   :alt: hist2d
   :srcset: /plot_types/stats/images/sphx_glr_hist2d_001.png, /plot_types/stats/images/sphx_glr_hist2d_001_2_00x.png 2.00x
   :class: sphx-glr-single-img





.. code-block:: Python

    import matplotlib.pyplot as plt
    import numpy as np

    plt.style.use('_mpl-gallery-nogrid')

    # make data: correlated + noise
    np.random.seed(1)
    x = np.random.randn(5000)
    y = 1.2 * x + np.random.randn(5000) / 3

    # plot:
    fig, ax = plt.subplots()

    ax.hist2d(x, y, bins=(np.arange(-3, 3, 0.1), np.arange(-3, 3, 0.1)))

    ax.set(xlim=(-2, 2), ylim=(-3, 3))

    plt.show()


.. _sphx_glr_download_plot_types_stats_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>`


.. only:: html

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

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