PIP Install Numpy throws an error “ascii codec can’t decode byte 0xe2”

I had this exact problem recently and used

apt-get install python-numpy

This adds numpy to your system python interpreter. I may have had to do the same for matplotlib. To use in a virtualenv, you have to create your environment using the

--system-site-packages

option

http://www.scipy.org/install.html