Source for Popular Vote data: Virginia State Board of Elections. 2017 November General Unofficial Results, Virginia State Board of Elections (http://results.elections.virginia.gov/vaelections/2017%20November%20General/Site/Statewide.html) (accessed 30 Dec 2017)