Plotting a line over several graphs

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.