We would encourage you to only change your niche once you have replaced your income with your initial niche/online business.
At this point, you will have the foundational knowledge and expertise to sell things online which can be applied to many other niches.
Until you get to this point, we would highly recommend you stick with that niche (unless there is an underlying issue which will prevent you from continuing with your selected niche).