.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "example_gallery/1d_hist/1d_elt1.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_example_gallery_1d_hist_1d_elt1.py>`
        to download the full example code.

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

.. _sphx_glr_example_gallery_1d_hist_1d_elt1.py:


Multiple histograms
===================

Plot multiple histograms on the same plot using ``plot_hist()``.

.. GENERATED FROM PYTHON SOURCE LINES 7-39



.. image-sg:: /example_gallery/1d_hist/images/sphx_glr_1d_elt1_001.svg
   :alt: 1d elt1
   :srcset: /example_gallery/1d_hist/images/sphx_glr_1d_elt1_001.svg
   :class: sphx-glr-single-img





.. code-block:: Python


    from plothist_utils import get_dummy_data

    df = get_dummy_data()

    ###
    import matplotlib.pyplot as plt

    from plothist import make_hist, plot_hist

    name = "variable_1"
    category = "category"

    x1 = df[name][df[category] == 1]
    x2 = df[name][df[category] == 2]

    x_range = (min(*x1, *x2), max(*x1, *x2))

    h1 = make_hist(x1, bins=50, range=x_range)
    h2 = make_hist(x2, bins=50, range=x_range)

    fig, ax = plt.subplots()

    plot_hist(h1, ax=ax, histtype="step", linewidth=1.2, label="c1")
    plot_hist(h2, ax=ax, histtype="step", linewidth=1.2, label="c2")

    ax.set_xlabel(name)
    ax.set_ylabel("Entries")
    ax.set_xlim(x_range)
    ax.legend()

    fig.savefig("1d_elt1.svg", bbox_inches="tight")


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

   **Total running time of the script:** (0 minutes 0.600 seconds)


.. _sphx_glr_download_example_gallery_1d_hist_1d_elt1.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: 1d_elt1.ipynb <1d_elt1.ipynb>`

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

      :download:`Download Python source code: 1d_elt1.py <1d_elt1.py>`

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

      :download:`Download zipped: 1d_elt1.zip <1d_elt1.zip>`


.. only:: html

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

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