Putting aside the question of how the reporter knew the audience was "predominently republican" (Rotary isn't a political organization and I don't think she conducted a poll), I find it interesting that you seem to be defending Biden's remarks by saying it was okay simply because the audience was amused by them.

That would be a little like saying "its okay he called someone a nigger...the audience was made up of KKK members."