You should be fine doing what you want on Linux. Just make sure everything works before installing completely. There is a liveUSB mode that let's you try it before you install.
Mint and PoP os are good ones to try.
Can also check out Zorin os which is pretty good too but doesn't update as often.
I think you are confusing private with anonymous. One can be private without being anonymous.