Anybody here ever leave LA and instantly have a better dating life?

I'm seriously thinking about leaving LA after college, I can deal with the high cost of living and lack of space but if that also comes with difficulty in finding good work and a terrible dating scene it just is NOT worth it. I keep getting told it's me but I never had problems with women anywhere else and I've lived all over the US.

For the record I'm a 27 y/o black/latino male and tbh I feel like the demographics here aren't skewed very well for men, especially black men. Is it just me or am I onto something?