In NYC, walking with a slice of pizza is normal. In Japan, walking while eating is generally considered bad manners. It is seen as “sloppy” and risks spilling food on others or the clean streets. If you buy a snack from a convenience store, the polite thing to do is to stand outside the store, eat it quickly, and throw the trash in the store’s bin before moving on.