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boxplot_plot.py
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31 lines (25 loc) · 843 Bytes
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"""
==========
boxplot(X)
==========
Draw a box and whisker plot.
See `~matplotlib.axes.Axes.boxplot`.
"""
import matplotlib.pyplot as plt
import numpy as np
plt.style.use('_mpl-gallery')
# make data:
np.random.seed(10)
D = np.random.normal((3, 5, 4), (1.25, 1.00, 1.25), (100, 3))
# plot
fig, ax = plt.subplots()
VP = ax.boxplot(D, positions=[2, 4, 6], widths=1.5, patch_artist=True,
showmeans=False, showfliers=False,
medianprops={"color": "white", "linewidth": 0.5},
boxprops={"facecolor": "C0", "edgecolor": "white",
"linewidth": 0.5},
whiskerprops={"color": "C0", "linewidth": 1.5},
capprops={"color": "C0", "linewidth": 1.5})
ax.set(xlim=(0, 8), xticks=np.arange(1, 8),
ylim=(0, 8), yticks=np.arange(1, 8))
plt.show()