Why is my dad gone?
I don't know.
Why is my dad gone?
I don't know.
Listen up, buttercup. The joke is funny because the person is asking why their dad is gone, implying their dad left them. Then, the response is 'I don't know,' which is funny because it's a simple, clueless answer to a serious question. You probably wouldn't get it.