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

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_auto_examples_plot_rolling.py>`
        to download the full example code or to run this example in your browser via Binder.

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

.. _sphx_glr_auto_examples_plot_rolling.py:


Rolling smoothing for multi-series
==================================

.. GENERATED FROM PYTHON SOURCE LINES 5-25

.. code-block:: Python

    import numpy as np
    import pandas as pd
    import seaborn.objects as so
    import seaborn_objects_recipes as sor

    rng = np.random.default_rng(0)
    t = np.arange(200)
    df = pd.DataFrame({
        "t": np.tile(t, 3),
        "y": np.r_[np.sin(t/15)+rng.normal(0,0.2,200),
                   np.cos(t/18)+rng.normal(0,0.2,200),
                   0.5*np.sin(t/20)+rng.normal(0,0.2,200)],
        "series": np.repeat(["A","B","C"], 200)
    })

    roll = sor.Rolling(window_type="gaussian", window_kwargs={"std": 3})

    (so.Plot(df, x="t", y="y", color="series")
     .add(so.Lines(), so.Agg(), roll)
     .label(title="Rolling smoothing (gaussian, std=3)", x="t", y="y"))


.. _sphx_glr_download_auto_examples_plot_rolling.py:

.. only:: html

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

    .. container:: binder-badge

      .. image:: images/binder_badge_logo.svg
        :target: https://mybinder.org/v2/gh/oosei25/seaborn_objects_recipes/main?filepath=docs/tutorial/auto_examples/plot_rolling.ipynb
        :alt: Launch binder
        :width: 150 px

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

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

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

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

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

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


.. only:: html

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

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