While in New York, he courted Ethel May Hamilton, an Actress who had appeared in the stage musical Florodora under the name Ethel May Harrison. Her Father was a broker, and was an investor in the English antiques store on Fifth Avenue, the Antique Shoppe, that employed Taylor. The couple married in an Episcopal ceremony on 7 December 1901, at the Little Church Around the Corner, and had a daughter in 1902 or 1903. Taylor was active socially, belonging to a yacht club, and known to carry on affairs with women. The Deane-Tanners were well known in New York society and members of several clubs. He was known as a ladies' man and a heavy drinker, possibly depressed, when he abruptly vanished on 23 October 1908, at the age of 36, deserting his wife and their daughter, Ethel Daisy. After Taylor's disappearance, friends said he had suffered "mental lapses" before, and his family thought at first he had wandered off during an episode of amnesia. His wife obtained a state decree of divorce in 1912.