CODEWITHSUNDEEP
pythonmatplotlibcolorbar
Kevin
Kevin

Reputation: 145

colorbar changes the size of subplot in python

I use the following code to generate side-by-size images and I need to add colorbar only to the second image in the row. I use the following code for it

import matplotlib.pyplot as plt
from mpl_toolkits.axes_grid1 import make_axes_locatable
import matplotlib.gridspec as gridspec

def plotting(x):
    gs1 = gridspec.GridSpec(1, 2)
    gs1.update(wspace=0.005, hspace=0.005)
    plt.subplot(gs1[0])
    plt.imshow(x)
    plt.axis('off')
    plt.title('dog')
    ax1 = plt.subplot(gs1[1])
    imc = plt.imshow(x, cmap='hot', interpolation='nearest')
    plt.axis('off')
    plt.title('dog')
    divider = make_axes_locatable(ax1)
    cax = divider.append_axes("right", size="5%", pad=0.05)
    plt.colorbar(imc, cax=cax)
    plt.tight_layout() 
    plt.show()

However it comes out the size of side-by-side images are not equal. I wonder how I could fix this issue?enter image description here

Upvotes: 4

Views: 3675

Answers (2)

Lelouch
Lelouch

Reputation: 297

You can also set use a regular matplotlib subplots with layout='constrained' See https://matplotlib.org/stable/users/explain/axes/colorbar_placement.html

Upvotes: 1

Diziet Asahi
Diziet Asahi

Reputation: 40667

You can use ImageGrid, which was created exactly for this purpose:

from mpl_toolkits.axes_grid1 import ImageGrid

x = np.random.random(size=(10,10))


fig = plt.figure()
grid = ImageGrid(fig, 111,
                nrows_ncols = (1,2),
                axes_pad = 0.05,
                cbar_location = "right",
                cbar_mode="single",
                cbar_size="5%",
                cbar_pad=0.05
                )

grid[0].imshow(x)
grid[0].axis('off')
grid[0].set_title('dog')

imc = grid[1].imshow(x, cmap='hot', interpolation='nearest')
grid[1].axis('off')
grid[1].set_title('dog')

plt.colorbar(imc, cax=grid.cbar_axes[0])

enter image description here

Upvotes: 4

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