Source for Popular Vote data: Kansas Secretary of State. Division of Elections and Legislative Matters. Past Election Results 2022 Precinct Level Results U.S. Senate, Kansas Secretary of State. Division of Elections and Legislative Matters (https://www.kssos.org/elections/22elec/2022-General-Election-US-Senate-Results-By-Precinct.xlsx) (accessed 2023-01-12)