"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.

Furuchi and Hama are two unsuccessful repair agents and electronic engineers. One day Furichi finds a so-called Kotatsu heater. Soon after this Furichi dies in a traffic accident. But with the help of a stun gun succeed Hama Furichi bring back to life, but also Kotatsu heater comes alive then.