Francis Johnson Love (born January 23, 1901) was a Republican politician who represented West Virginia in the United States House of Representatives. Serving as a member of Congress for West Virginia’s 1st Congressional District, he held office for a single term during the Eightieth Congress.

Love’s tenure in the House began on January 3, 1947, and concluded on January 3, 1949. During this period, he served as a Representative from West Virginia, identified in congressional records by the biographical guide ID L000454. Although specific committee assignments, office contact details, and subsequent career information are not provided in the available record, his service from 1947 to 1949 places him among the historical members of Congress from West Virginia.