Clover is one of three members of the "Miss Fortunes", a group of bandits that terrorize Hisui. She had previously drifted from originally being a Diamond Clan member, then a Survey Corps member, but didn't like how she was treated between the two.
Clover may be the ancestor of
Candice, but this has never been confirmed.