These figures from the Butler County Bureau of Elections, gathered as of Thursday evening in contested races, are incomplete results. While roughly 31,000 mail-in ballots have been tallied, the totals do not include provisional ballots, and mail-in votes postmarked on or before Election Day that may arrive three days after.

Joe Biden, D, 36,534Donald Trump, R, 73,023Jo Jorgenson, L, 1,403

Josh Shapiro, D, 39,677Heather Heidelbaugh, R, 67,176Daniel Wassmer, L, 2,028

Nina Ahmad, D, 32,430Timothy DeFoor, R, 71,552

Joe Torsella, D, 33,273Stacy Garrity, R, 71,609

Robert Williams, D, 4,776Glenn “GT” Thompson, R, 15,409

Kristy Gnibus, D, 24,775Mike Kelly, R, 52,593

Conor Lamb, D, 5,176Sean Parnell, R, 6,926

Shelbie Stromyer, D, 23,671Scott Hutchinson, R, 47,246

Anthony Deloreto, D, 6,826Joe Pittman, R, 20,724

Stephen Krizan III, D, 2,901Elder Vogel Jr., R, 7,182

Phil Heasley, D, 3,570Tim Bonner, R, 9,755

Kolbe Cole, D, 1,338Aaron Bernstine, R, 1,705Johnathan Peffer, UP, 100

Sam Doctor, D, 8,797Marci Mustello, R, 22,572

Dan Smith Jr., D, 16,314Daryl Metcalfe, R, 26,281

Zachary Wilson, D, 2,765Jim Marshall, R, 6,018

R. Lee James, R, 2,305Michael Bagdes-Canning, G, 467