 Joseph Rao was born in New York City on March 12, 1901, to Charles and Francis Rao.Joseph Rao had two brothers, Vincent and Louis Rao.Joseph Rao was married to Lena Stracci; they had a daughter Francesca Rao and two sons, Robert and Charles Rao.