Change in Niche Of Website

That's a personal decision. You write about stuff that you're good at. And therefore you attract the relevant crowd. If you write for others and not for yourself, you'll eventually be bored and maybe even shut down. So you have to ask that question yourself. 

its depend on your sites traffic and popularity and your experience about current niche. If your popularity goes down and traffic not increase so you change your niche