I'm a 22 y/o virgin who wants to lose it badly...

So I've been thinking a lot lately about losing my virginity, I'm 22 and I really want to do it. But the problem is that I don't have anyone do it with, I don't want to lose it with someone I know because that would mean telling them that I'm a virgin and I don't want any weird look or whatever, and waiting for a serious relationship is hard! I've never had a boyfriend or anything like that and I'm afraid that I'll never find someone. Soooo should I do it with a stranger or what do you guys think?