The East Side is not one of these "sides" of town, but in reality is a neighborhood located on the South Side, several miles away from where Al Capone lived (at 7244 South Prairie Avenue).
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However, the follow-up song "The Night Chicago Died", set in the Prohibition era with reference to Al Capone, was untroubled by any such competition and topped the Billboard Hot 100.