GridSpec with shared axes in Python

First off, there’s an easier workaround for your original problem, as long as you’re okay with being slightly imprecise. Just reset the top extent of the subplots to the default after calling tight_layout:

fig, axes = plt.subplots(ncols=2, sharey=True)
plt.setp(axes, title="Test")
fig.suptitle('An overall title', size=20)

fig.tight_layout()
fig.subplots_adjust(top=0.9) 

plt.show()

enter image description here


However, to answer your question, you’ll need to create the subplots at a slightly lower level to use gridspec. If you want to replicate the hiding of shared axes like subplots does, you’ll need to do that manually, by using the sharey argument to Figure.add_subplot and hiding the duplicated ticks with plt.setp(ax.get_yticklabels(), visible=False).

As an example:

import matplotlib.pyplot as plt
from matplotlib import gridspec

fig = plt.figure()
gs = gridspec.GridSpec(1,2)
ax1 = fig.add_subplot(gs[0])
ax2 = fig.add_subplot(gs[1], sharey=ax1)
plt.setp(ax2.get_yticklabels(), visible=False)

plt.setp([ax1, ax2], title="Test")
fig.suptitle('An overall title', size=20)
gs.tight_layout(fig, rect=[0, 0, 1, 0.97])

plt.show()

enter image description here

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