Welcome to OGeek Q&A Community for programmer and developer-Open, Learning and Share
Welcome To Ask or Share your Answers For Others

Categories

0 votes
72 views
in Technique[技术] by (71.8m points)

python - Break // in x axis of matplotlib


与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
Welcome To Ask or Share your Answers For Others

1 Reply

0 votes
by (71.8m points)

You could adapt the matplotlib example for a break in the x-axis directly:

"""
Broken axis example, where the x-axis will have a portion cut out.
"""
import matplotlib.pylab as plt
import numpy as np


x = np.linspace(0,10,100)
x[75:] = np.linspace(40,42.5,25)

y = np.sin(x)

f,(ax,ax2) = plt.subplots(1,2,sharey=True, facecolor='w')

# plot the same data on both axes
ax.plot(x, y)
ax2.plot(x, y)

ax.set_xlim(0,7.5)
ax2.set_xlim(40,42.5)

# hide the spines between ax and ax2
ax.spines['right'].set_visible(False)
ax2.spines['left'].set_visible(False)
ax.yaxis.tick_left()
ax.tick_params(labelright='off')
ax2.yaxis.tick_right()

# This looks pretty good, and was fairly painless, but you can get that
# cut-out diagonal lines look with just a bit more work. The important
# thing to know here is that in axes coordinates, which are always
# between 0-1, spine endpoints are at these locations (0,0), (0,1),
# (1,0), and (1,1).  Thus, we just need to put the diagonals in the
# appropriate corners of each of our axes, and so long as we use the
# right transform and disable clipping.

d = .015 # how big to make the diagonal lines in axes coordinates
# arguments to pass plot, just so we don't keep repeating them
kwargs = dict(transform=ax.transAxes, color='k', clip_on=False)
ax.plot((1-d,1+d), (-d,+d), **kwargs)
ax.plot((1-d,1+d),(1-d,1+d), **kwargs)

kwargs.update(transform=ax2.transAxes)  # switch to the bottom axes
ax2.plot((-d,+d), (1-d,1+d), **kwargs)
ax2.plot((-d,+d), (-d,+d), **kwargs)

# What's cool about this is that now if we vary the distance between
# ax and ax2 via f.subplots_adjust(hspace=...) or plt.subplot_tool(),
# the diagonal lines will move accordingly, and stay right at the tips
# of the spines they are 'breaking'

plt.show()

matplotlib broken x-axis example

For your purposes, just plot your data twice (once on each axis, ax and ax2 and set your xlims appropriately. The "break lines" should move to match the new break because they are plotted in relative axis coordinates rather than data coordinates.

The break lines are just unclipped plot lines drawn between a pair of points. E.g. ax.plot((1-d,1+d), (-d,+d), **kwargs) plots the break line between point (1-d,-d) and (1+d,+d) on the first axis: this is the bottom righthand one. If you want to change the graident, change these values appropriately. For example, to make this one steeper, try ax.plot((1-d/2,1+d/2), (-d,+d), **kwargs)


与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
OGeek|极客中国-欢迎来到极客的世界,一个免费开放的程序员编程交流平台!开放,进步,分享!让技术改变生活,让极客改变未来! Welcome to OGeek Q&A Community for programmer and developer-Open, Learning and Share
Click Here to Ask a Question

...