Joseph and 2nd wife Sarah (Thornbarrow) were parents of:
JOHN SWINBURNE, born c.1844 Hexham; married ELEANOR, born 1850 Shincliffe, Durham; died (reg.Q4 Gateshead) 1890 aged 40; John is on the 1901 census at Stephens Hall, Greenside, Ryton, Durham, a Farmer and widower aged 58 with 7 children
They were parents of: