Epstein, Nicholas Fandos, Lalena Fisher, Trip Gabriel, Katie Glueck, J. Bender, Sarah Borell, Sarah Cahalan, Emily Cochrane, Nick Corasaniti, Jill Cowan, Catie Edmondson, Reid J. Reporting by Grace Ashford, Maggie Astor, Michael C. Lee, Vivian Li, Rebecca Lieberman, Ilana Marcus, Alicia Parlapiano, Jaymin Patel, Marcus Payadue, Matt Ruby, Rachel Shorey, Charlie Smart, Umi Syam, Jaime Tanner, James Thomas, Urvashi Uberoy, Ege Uz, Isaac White and Christine Zhang.

The Times’s election results pages are produced by Michael Andre, Aliza Aufrichtig, Kristen Bayrakdarian, Neil Berg, Matthew Bloch, Véronique Brossier, Irineo Cabreros, Sean Catangui, Andrew Chavez, Nate Cohn, Lindsey Rogers Cook, Alastair Coote, Annie Daniel, Saurabh Datar, Avery Dews, Asmaa Elkeurti, Tiffany Fehr, Andrew Fischer, Lazaro Gamio, Martín González Gómez, Will Houp, Jon Huang, Samuel Jacoby, Jason Kao, Josh Katz, Aaron Krolik, Jasmine C. 2020 comparison maps exclude places where third-party candidates won more than 5 percent of the vote.

The Associated Press also provides estimates for the share of votes reported, which are shown for races for which The Times does not publish its own estimates. These are only estimates, and they may not be informed by reports from election officials. The Times estimates the share of votes reported and the number of remaining votes, based on historic turnout data and reporting from results providers. David Goodman, Blake Hounshell, Shawn Hubler, Annie Karni, Maya King, Stephanie Lai, Lisa Lerer, Jonathan Martin, Patricia Mazzei, Alyce McFadden, Jennifer Medina, Azi Paybarah, Mitch Smith, Tracey Tully, Jazmine Ulloa, Neil Vigdor and Jonathan Weisman production by Andy Chen, Amanda Cordero, Alex Garces, Chris Kahley, Laura Kaltman, Andrew Rodriguez and Jessica White editing by Wilson Andrews, Kenan Davis, William P.Source: Election results and race calls are from The Associated Press.

Source: Election results and race calls are from The Associated Press.

Nytimes election results alabama