Change Library Folder Location

Any way to change the Library folder location?
I attempted to move it but seems to auto create a new library in same location.

On Mac it seems to automatically sit in:
users/~/Pictures/Lightroom Library.lrlibrary

The default mac pictures folders isn't my go to for organization. 
Would prefer it to sit in a different folder alongside everything else Lightroomin related. 
Only seeing the option to change local storage spot... which is already set to this folder.  ^