.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "gallery/event_handling/pick_event_demo2.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        Click :ref:`here <sphx_glr_download_gallery_event_handling_pick_event_demo2.py>`
        to download the full example code

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

.. _sphx_glr_gallery_event_handling_pick_event_demo2.py:


================
Pick Event Demo2
================

Compute the mean (mu) and standard deviation (sigma) of 100 data sets and plot
mu vs. sigma.  When you click on one of the (mu, sigma) points, plot the raw
data from the dataset that generated this point.

.. GENERATED FROM PYTHON SOURCE LINES 10-47



.. image:: /gallery/event_handling/images/sphx_glr_pick_event_demo2_001.png
    :alt: click on point to plot time series
    :class: sphx-glr-single-img





.. code-block:: default

    import numpy as np
    import matplotlib.pyplot as plt


    # Fixing random state for reproducibility
    np.random.seed(19680801)

    X = np.random.rand(100, 1000)
    xs = np.mean(X, axis=1)
    ys = np.std(X, axis=1)

    fig, ax = plt.subplots()
    ax.set_title('click on point to plot time series')
    line, = ax.plot(xs, ys, 'o', picker=True, pickradius=5)


    def onpick(event):

        if event.artist != line:
            return True

        N = len(event.ind)
        if not N:
            return True

        figi, axs = plt.subplots(N, squeeze=False)
        for ax, dataind in zip(axs.flat, event.ind):
            ax.plot(X[dataind])
            ax.text(.05, .9, 'mu=%1.3f\nsigma=%1.3f' % (xs[dataind], ys[dataind]),
                    transform=ax.transAxes, va='top')
            ax.set_ylim(-0.5, 1.5)
        figi.show()
        return True

    fig.canvas.mpl_connect('pick_event', onpick)

    plt.show()


.. _sphx_glr_download_gallery_event_handling_pick_event_demo2.py:


.. only :: html

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



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

     :download:`Download Python source code: pick_event_demo2.py <pick_event_demo2.py>`



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

     :download:`Download Jupyter notebook: pick_event_demo2.ipynb <pick_event_demo2.ipynb>`


.. only:: html

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

    Keywords: matplotlib code example, codex, python plot, pyplot
    `Gallery generated by Sphinx-Gallery
    <https://sphinx-gallery.readthedocs.io>`_