Depending on the day you asked me, I spent years between unemployment and self-employed after graduating. Studied in a field where there are no jobs locally back when I wanted to live locally, tried applying for jobs abroad and nationally - no luck without contacts in those companies.
So long that you persevere things do change. I went from unemployed to my first real job (creative director) just because I stuck at it, made the right contacts and adapted.