I am a complete beginner to Python/Django, but I want to dive right in and start experimenting. Thus I was following this guide on installing Python/Django http://devcenter.
I was just having the same problem, I just did an upgrade and that's it, it worked, I hope this is useful for future problems in Linux:
pip install --upgrade django