When I do a pip freeze I see large number of Python packages that I didn\'t explicitly install, e.g.
$ pip freeze Cheetah==2.4.3 GnuPGInterface==0.3.2 Landsc
You may also use a one line command which pipes the packages in requirements to pip show.
cut -d'=' -f1 requirements.txt | xargs pip show