(virtual env)(global env) why is this happening instead of just (virtual env) when I activate it?
I can't add a comment since I don't have enough reputation but here are a few things you can do to debug this problem.

Check that you activated the correct virtualenv (or pipenv).
Once activated, run pip freeze in the terminal and check if django comes up as one of the packages installed.
If django doesn't show up there, you will need to install it again.
Also from my understanding if I download a package in a virtual environment if I come back to it, will still be there however my django package is gone. why is that?