Baccano! has like ten subplots, but the main plot can be summarized like so:
It's 1931, and the Flying Pussyfoot, a transcontinental train, leaves Chicago for New York. It carries a special passengers and a special cargo. Idiot thieves, cultists, juvenile delinquents, murderers and a monster attack the train at the same time. Chaos ensues.