From the german perspective, is there any REAL difference between a north and a south german?

Just for context, I'm not German, but my entire mother's family is from Hanover and Rhineland

I was talking to a friend, and he mentioned that his family is from Bavaria and that they are 'South Germanic.' He also said there are probably some differences between North Germans and South Germans

What are those differences from your perspective?