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Pick Event Demo2ΒΆ

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

import numpy as np
import matplotlib.pyplot as plt

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=5)  # 5 points tolerance

def onpick(event):

    if event.artist != line:
        return True

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

    figi = plt.figure()
    for subplotnum, dataind in enumerate(event.ind):
        ax = figi.add_subplot(N, 1, subplotnum + 1)
        ax.text(0.05, 0.9, 'mu=%1.3f\nsigma=%1.3f' % (xs[dataind], ys[dataind]),
                transform=ax.transAxes, va='top')
        ax.set_ylim(-0.5, 1.5)
    return True

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

Total running time of the script: ( 0 minutes 0.033 seconds)

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