Indeed. In addition, living frugally is not rocket science. I left graduate school around $2k ahead of coming in, and mine was in an area with higher costs of living than most of the ones mentioned. I shared my run-down apartment with three other people, ate cheap, and generally had a fantastic time.

If you want to insist on a private apartment, grad school isn't the place for you.