CODEWITHSUNDEEP
pythonmatplotlib
thenickname
thenickname

Reputation: 6975

Change the relative size of a subplot

I have two plots

import matplotlib.pyplot as plt
plt.subplot(121)
plt.subplot(122)

I want plt.subplot(122) to be half as wide as plt.subplot(121). Is there a straightforward way to set the height and width parameters for a subplot?

Upvotes: 44

Views: 63205

Answers (3)

JoshAdel
JoshAdel

Reputation: 68722

See the grid-spec tutorial:

http://matplotlib.sourceforge.net/users/gridspec.html

Example code:

import matplotlib.pyplot as plt
import matplotlib.gridspec as gridspec

f = plt.figure()

gs = gridspec.GridSpec(1, 2,width_ratios=[2,1])
              
ax1 = plt.subplot(gs[0])
ax2 = plt.subplot(gs[1])

plt.show()

enter image description here

You can also adjust the height ratio using a similar option in GridSpec

Upvotes: 55

xuancong84
xuancong84

Reputation: 1609

Yes, and if you want to reduce your code to a single line, you can put all kwargs that are to be passed to matplotlib.gridspec.GridSpec(), into the gridspec_kw parameter of plt.subplots():

import matplotlib.pyplot as plt
import pandas as pd
import numpy as np

fig, axs = plt.subplots(nrows=2, ncols=2, gridspec_kw={'width_ratios':[2,1], 'height_ratios':[2,1]})

df = pd.DataFrame(np.random.randn(10, 3), columns=['A', 'B', 'C'])
df.plot.bar(ax=axs[0][0])
df.boxplot(ax=axs[0][1])
df.plot.line(ax=axs[1][0])
df.plot.kde(ax=axs[1][1])

enter image description here

Upvotes: 26

bignose
bignose

Reputation: 32357

By simply specifying the geometry with “122”, you're implicitly getting the automatic, equal-sized columns-and-rows layout.

To customise the layout grid, you need to get a little more specific. See “Customizing Location of Subplot Using GridSpec” in the Matplotlib docs.

Upvotes: 14

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