"Atlanta Boogie" centers around a mock track meet between the "normal" and "good" citizens of Yokohama and those they want to expel from the neighborhood: the illegal foreign workers, the deadbeats, the juvenile delinquents, and elderly.

It is only at their sister's and mother's funeral when a woman meets her niece after many years. The niece is now a grown girl. The sister takes on the task of informing the deceased's friends of the death while the daughter cannot bring herself to symbolically accept the demise of her mother. In the midst of all this an old flame messages the sister to say he is still in love with her, but is he messaging the living sister or the dead one?