Source: The Associated Press election results. The Times estimates the number of votes remaining based on historical turnout data and reporting from The Associated Press. These are estimates only and should not be informed by official reports from election officials.
The New York Times results team is a group of graphic editors, engineers and reporters who build and maintain software to publish election results in real time as reported by the results providers. Read this article to learn more about how election results work.
Michael Andre, Aliza Aufrichtig, Neil Berg, Matthew Bloch, Sean Catangui, Andrew Chavez, Nate Cohn, Alastair Coote, Annie Daniel, Asmaa Elkeurti, Tiffany Fehr, Andrew Fischer, Will Houp, Josh Katz, Aaron Krolik, Jasmine C. Lee, Rebecca Lieberman, Ilana Marcus, Jaymin Patel, Rachel Shorey, Charlie Smart, The Syams, Urvashi Uberoy, Isaac White and Christine Zhang. Reporting by Grace Ashford, Alana Celii, Reid Epstein, Nicholas Fandos, Lalena Fisher, Alyce McFadden, Azi Paybarah, Jazmine Ulloa, and Jonathan Weisman; production by Amanda Lamb and Jessica White; adaptation by Wilson Andrews, Kenan Davis, Amy Hughes and Ben Koski.