CODEWITHSUNDEEP
matplotlib
hyperdo
hyperdo

Reputation: 427

Stylizing only some boxes with boxplots in matplotlib

How would you go about changing the style of only some boxes in a matplotlib boxplot? Below, you can see an example of styling, but I would like the style to only apply to one of the boxes.

Example boxplots

Upvotes: 0

Views: 328

Answers (1)

ImportanceOfBeingErnest
ImportanceOfBeingErnest

Reputation: 339120

The same question has been asked for seaborn boxplots already. For matplotlib boxplots this is even easier, since the boxplot directly returns a dictionary of the involved artists, see boxplot documentation.

This means that if bplot = ax.boxplot(..) is your boxplot, you may access the boxes via bplot['boxes'], select one of them and set its linestyle to your desire. E.g.

bplot['boxes'][2].set_linestyle("-.")

Modifying the boxplot_color example

import matplotlib.pyplot as plt
import numpy as np

# Random test data
np.random.seed(19680801)
all_data = [np.random.normal(0, std, size=100) for std in range(1, 4)]
labels = ['x1', 'x2', 'x3']

fig, ax = plt.subplots()

# notch shape box plot
bplot = ax.boxplot(all_data, vert=True,  patch_artist=True, labels=labels)

# Loop through boxes and colorize them individually
colors = ['pink', 'lightblue', 'lightgreen']
for patch, color in zip(bplot['boxes'], colors):
    patch.set_facecolor(color)

# Make the third box dotted
bplot['boxes'][2].set_linestyle("-.")
plt.show()

enter image description here

Upvotes: 1

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