This obviously doesn't count for English girls who probably understand what it means in this context, but I usually think when I see it on a foreign girl's profile - especially Roms etc - that they mention partying because they see the dictionary definition and think it makes them sound fun. But they are normally to be avoided simply for being Roms....
