Admittedly, some of us ladies love throwing in their bags everything they think they can't live without, even the things they don't know what to do with at the moment. But I don't think it's a good habit.
Personally, I just have my mobile, my wallet, a bag of paper tissue and my keys in the bag. Carrying too many things around simply is unnecessary.