David Penruddock Buchanan was married first to a woman named Mary-Ann Alice, who died on March 19, 1898. He had one child with Mary-Ann, a daughter born in 1890. Buchanan's second wife was Florence Watkins; they married on February 6, 1900. They had at least one child together, another daughter born almost exactly a year after they married.