Farrell was born in 1872 in Ohio to Daniel Farrell and Mary Guyton, both Irish immigrant parents. They migrated to Minnesota in 1886. He married in August of 1901 Mabel Sanborn of Faribault, Minnesota, a daughter of W. N. Sanborn.