I think now I got what you want. Simply put the label on the middle subplot. If it's too big it will span accross the other plots.
import pylab

figprops = dict(figsize=(8., 8. / 1.618), dpi=128)                              # Figure properties
adjustprops = dict(left=0.1, bottom=0.1, right=0.97, top=0.93, wspace=0.2,
                   hspace=0.2)                                                  # Subplot properties

fig = pylab.figure(**figprops)                                                  # New figure
fig.subplots_adjust(**adjustprops)                                              # Tunes the subplot layout

ax = fig.add_subplot(3, 1, 1)
bx = fig.add_subplot(3, 1, 2, sharex=ax, sharey=ax)
cx = fig.add_subplot(3, 1, 3, sharex=ax, sharey=ax)

pylab.setp(ax.get_xticklabels(), visible=False)
pylab.setp(bx.get_xticklabels(), visible=False)

bx.set_ylabel('This is a long label shared among more axes', fontsize=14)
cx.set_xlabel('And a shared x label', fontsize=14)
Cheers,
Sebastian

Gökhan SEVER wrote:
Hello Sebastian,

Not sure I could create a same-axes ylabels subplots similar to the one that is shown on the given screenshot with your code. (http://img11.imageshack.us/img11/8793/subplots.png)

Sorry haven't managed to make LateX work on my matplotlib outputs :(

Thanks for your time and consideration.

Gökhan
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