Why do (so much) girls have so much compassion for bad boys?

This is not an attack or to be sexist or a judgement, just out of curiosity. I feel bad for troubled people and good guy with edgy moral incentive with a tragic flaw who fell from grace in a understandable way and became bad guy
Why do (so much) girls have so much compassion for bad boys?
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