 John Dunn was born in New York City to John and Mary (née Cassidy) Dunn.He received his early education at the parochial school of St. Gabriel's Church on the East Side of Manhattan.He then attended St. Francis Xavier's College before entering St. Charles College in Ellicott City, Maryland, from where he graduated in 1890.