There is a useful tool for us to unfollow twitter.
If we want to know anyone in twitter account which did not return follow us, we can use this tool to her unfollow.
This is it such tools:
Unfollow Tools Twitter
Very easy to use.
We live our twitter account to enter your username, then the next will be detected all the names that do not follow our reply.
Good luck.