Hi @coburntang ,
Yes a viewer will not be able to edit an analysis. An analysis is visible (can open and edit ) if the user is an owner of the folder ( Organizing assets into folders for Amazon QuickSight - Amazon QuickSight : Search > Security for shared folders ) or has been shared explicitly by granting permissions ( UpdateAnalysisPermissions - Amazon QuickSight ) .
Kind regards,
Koushik