Restored support for Python 3.5 (thanks to cxrider), and added a hint in the error message about potential DNS issues (thanks to 2Max4 for pointing this out).
Eventually, DNS problems should be raised with a different error, but that will come with a new minor and not in a patch.
Release is already available for download from PyPI.