I have both Python 2.7 and Python 3.5 installed. When I type pip install beautifulsoup4 it tells me that it is already installed in python2.7/site-package directory
pip install beautifulsoup4
If you are on windows, this works for Python3 as well py -m pip install bs4
py -m pip install bs4