The following code throws ZeroDivisionError:
import numpy, pylab
z = numpy.random.normal(-0.37727, 0.1, size=10)
pylab.plot(z)
pylab.show ()
The stack trace:
Traceback (most recent call last):
  File "<stdin>", line 3, in ?
  File "/usr/lib/python2.4/site-packages/matplotlib/pylab.py", line 2018, in plot
    ret =  gca().plot(*args, **kwargs)
  File "/usr/lib/python2.4/site-packages/matplotlib/axes.py", line 2790, in plot
    self.autoscale_view()
  File "/usr/lib/python2.4/site-packages/matplotlib/axes.py", line 817, in autoscale_view
    self.set_ylim(locator.autoscale())
  File "/usr/lib/python2.4/site-packages/matplotlib/ticker.py", line 798, in autoscale
    return take(self.bin_boundaries(dmin, dmax), [0,-1])
  File "/usr/lib/python2.4/site-packages/matplotlib/ticker.py", line 768, in bin_boundaries
    scale, offset = scale_range(vmin, vmax, nbins)
  File "/usr/lib/python2.4/site-packages/matplotlib/ticker.py", line 733, in scale_range
    var = dv/max(abs(vmin), abs(vmax))
ZeroDivisionError: float division

Any ideas?
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