I faced similar problem, when using python3 with virtualenvwrapper,
sudo apt-get install python3-pip
Then install virtualenv and virtualenvwrapper from pip3,
sudo pip3 install virtualenv virtualenvwrapper
then source it again,
source $HOME/.bashrc
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