Plotting a line over several graphs

Question

I don't know how this thing is called, or even how to describe it, so the title may be a little bit misleading.

The first attached graph was created with pyplot. I would like to draw a straight line that goes through all graphs instead of the three red dot I currently use. Is it possible in pyplot? Second image is what I am looking for.

Answer 1

You can pull this off by turning clipping off for the relevant lines. There's probably a cleaner way to do this -- you might be able to draw lines on the main frame directly -- but the following worked for me:

from matplotlib import pyplot as plt from numpy import arange, sin, cos  xx = arange(100) cut = (xx > 0) & (xx % 17 == 0) y1 = sin(xx) y2 = (xx**2) % 2.0+cos(xx+0.5)  fig = plt.figure() ax1 = fig.add_subplot(211) ax1.plot(xx, y1, c="blue",zorder=1) ax1.scatter(xx[cut], y1[cut], c="red",zorder=2) ax2 = fig.add_subplot(212) ax2.plot(xx, y2, c="green",zorder=1) ax2.scatter(xx[cut], y2[cut], c="red",zorder=2)  for x in xx[cut]:     ax1.axvline(x=x,ymin=-1.2,ymax=1,c="red",linewidth=2,zorder=0, clip_on=False)     ax2.axvline(x=x,ymin=0,ymax=1.2,c="red",linewidth=2, zorder=0,clip_on=False)  plt.draw() fig.savefig('pic.png') 

With a bit more work you could modify the line drawing to handle the general case of multiple subplot windows, but I'm profoundly lazy. :^)