a woman being a single mother doesn't necessarily mean the father is not the the child's life. The chick could just be trifling and the dude didn't wanna be with her any more.
Most times the father is nowhere to be seen. There's never an excuse for not being in your child's life, period. Too many absentee nikkaz.