If you're doing data analysis, where most libraries are serious about backwards compatibility and you don't necessarily care whether your code still runs two ye

If you're doing data analysis, where most libraries are serious about backwards compatibility and you don't necessarily care whether your code still runs two years from now... virtualenvs are sometimes just not worth the bother. (Though I'd still recommend them.)