It is reported by a biographer that 40,000 voices sang the song on Childrens Day in Brooklyn, 1865. He wrote the song in summer, 1864, according to McKean, Illustrated History of Hymns and Their Authors (a Google book).

The 1865 incident:
http://www.wholesomewords.org/biography/blowry.html