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Using virtualenv with Vagrant in the gswd tutorial is slightly more tricky than normal virtual env work because of where the virutal environment is stored.
Here is an example where I create 1 virutalenv on vagrant, deactivate it and create a 2nd virtual env:
vagrant@precise64:/vagrant/projects$ virtualenv ~/blog-venv1
— note that in the above line we are passing a path to the virtual env
vagrant@precise64:/vagrant/projects$ source ~/blog-venv1/bin/activate
(blog-venv1)vagrant@precise64:/vagrant/projects/$ deactivate
vagrant@precise64:/vagrant/projects$ virtualenv ~/blog-venv2
vagrant@precise64:/vagrant/projects2$ source ~/blog-venv2/bin/activate
Source:stackexchange.com