Source for Popular Vote data: Virginia State Board of Elections. 2017 June Republican Primary, Virginia State Board of Elections (http://results.elections.virginia.gov/vaelections/2017%20June%20Republican%20Primary/Site/Lieutenant%20Governor.html) (accessed 27 Dec 2017)