The election results and race calls are sourced from The Associated Press. The Times provides estimates based on historic turnout data and reporting from results providers regarding the share of votes reported and the number of remaining votes. It’s important to note that these estimates may not be informed by reports from election officials. The Associated Press also provides estimates for the share of votes reported, especially for races where The Times does not publish its own estimates.
This interactive feature was produced by a team including Michael Andre, Cam Baker, Neil Berg, Michael Beswetherick, Matthew Bloch, Irineo Cabreros, Andrew Chavez, Nate Cohn, Lindsey Rogers Cook, Alastair Coote, Annie Daniel, Saurabh Datar, Leo Dominguez, Tiff Fehr, Andrew Fischer, Martín González Gómez, Will Houp, Jasmine C. Lee, Ilana Marcus, Jaymin Patel, Charlie Smart, Isaac White, and Christine Zhang. We also want to acknowledge the valuable reporting and editing contributions of David W. Chen, Emily Cochrane, Nicholas Fandos, Emma G. Fitzsimmons, J. David Goodman, Jeffery C. Mays, Amelia Nierenberg, Rick Rojas, Dana Rubinstein, Edgar Sandoval, Tracey Tully, Michael Wines, and Kate Zernike, as well as the dedicated editing team led by Wilson Andrews, Felice Belman, William P. Davis, Dean Chang, Amy Hughes, Ben Koski, Allison McCartney, Esha Ray, and Dagny Salas.