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When a person is really angry and they decide to charge like a rhino head down toward the source of their anger.

Origin: In the Keri Hilson song Knock You Down KanYe West says "Now I'm mad real mad Joe Jackson"
Guy one: Dude, I pissed off that kid so much he did the Angry Jo Jo.
by MattPorter December 10, 2010
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