Details of Joseph's birth are not known.

Joseph married Emma Reaney in 1846 in Liverpool, Lancashire.

He had the following children from his marriage to Emma Reaney:

- Joseph Barton	born around 1842 in Heeley, Yorkshire.
- Samuel Barton	born around 1849 in Heeley, Yorkshire.

Details of Joseph's occupation are not known.