Janet was born about 1440. Janet's father is Patrick Dunbar and her mother is Margaret Boyd. Her paternal grandfather is John Dunbar; her maternal grandfather is Thomas Boyd. She has two sisters named Eupheme and Margaret. She is the youngest of the three children.