I am creating a figure with 3 subplots, and was wondering if there is any way of removing the frame around them, while keeping the axes in place?
To turn the spines off - you can access them via the ax. spines dictionary. Using their keys, top , bottom , left , and right , you can select each one, and using the set_visible() function, turn them off.
We can use the plt. subplots_adjust() method to change the space between Matplotlib subplots. The parameters wspace and hspace specify the space reserved between Matplotlib subplots. They are the fractions of axis width and height, respectively.
If you want to remove the axis spines, but not the other information (ticks, labels, etc.), you can do that like so:
fig, ax = plt.subplots(7,1, sharex=True) t = np.arange(0, 1, 0.01) for i, a in enumerate(ax): a.plot(t, np.sin((i + 1) * 2 * np.pi * t)) a.spines["top"].set_visible(False) a.spines["right"].set_visible(False) a.spines["bottom"].set_visible(False)
or, more easily, using seaborn:
fig, ax = plt.subplots(7,1, sharex=True) t = np.arange(0, 1, 0.01) for i, a in enumerate(ax): a.plot(t, np.sin((i + 1) * 2 * np.pi * t)) seaborn.despine(left=True, bottom=True, right=True)
Both approaches will give you:
Try plt.box(on=None)
It removed only the bounding box (frame) around plot, which is what I was trying to do.
plt.axis('off')
removed tick labels and the bounding box, which wasn't what I was looking to accomplish.
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