Django not installed in venv?
What happened to me was that I was trying to install django from outside the environment directory/folder.
So make sure you are inside the environment directory and then use pip install django
Would anyone know possible reasons why Django is being installed in the global site package and not my venv's site package folder? 
Here's my set up and what I did, this is a bit detailed since I'm new to Python/Django and not sure which information is important:

Python 3.3 is installed in c:\python33
I have virtualenv, pip, easy_install installed in C:\Python33\Scripts.
My venv is c:\users\username\projects\projB
This venv was created using pyvenv, not virtualenv.
I activated the venv.
I changed directory to C:\Python33\Scripts to run "pip install django".
Django was created inside C:\Python33\Lib\site-packages and not inside C:\users\username\projects\projB\Lib\site-packages.

Do I need to install pip inside my venv and use that to install Django?