If I run pip install Django I get
pip install Django
Requirement already satisfied: Django in /usr/local/lib/python2.7/dist-packages
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If you have pip3 then directly use
pip3 install Django
Else try to use virtualenv for your python version as :
pip -p python3.6 virtualenv name
then you can install any version of Django on it.