Source for Popular Vote data: Virginia State Board of Elections. 2018 November General Official Results, Virginia State Board of Elections (https://results.elections.virginia.gov/vaelections/2018%20November%20General/Site/United%20States%20Senate.html) (accessed 30 Nov 2018)