I General we don’t garauntee to filter every bad value out of the input. In this case I can only assume the very large numbers are meant to represent bad data. Suggest masking your arrays before ...

Also, just to be sure, could you do import matplotlib; print matplotlib.__version__ after doing the pylab import? I wonder if your pylab is actually an older one and is forcing the import of an older ...