Virtualenvs in python are cheap but from time to time you will install something with pip on your system and when time comes removing all this crap could be difficult. I found this bash snippet that will uninstall package with all dependencies:
for dep in $(pip show python-neutronclient | grep Requires | sed 's/Requires: //g; s/,//g') ; do sudo pip uninstall -y $dep ; done
pip uninstall -y python-neutronclient