The deadliest fire in American history happened not in Chicago, but in a small Wisconsin town to the north of Chicago on the exact same day - October 8th, 1871.
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Articles and books:
Firestorm at Peshtigo, by Denise Gess and William Lotz
En liten tjänst av I'm With Friends. Finns även på engelska.