I am not Brazilian, but currently in Brazil. I also heard comments along those lines. Nothing to be ashamed of when making a statement like that. It's worse when you let nationalistic pride stop you from making negative comments.

When you make assumptions on someone else's mentality based on the geographic region they live in, it's called prejudice.