This dataset provides comprehensive U.S. election results and derived analytics from local to federal levels, including county- and race-level vote counts, margins, and historical time series dating back to 2000. It includes live updates, retrospective results, projected outcomes, and integrated prediction-market odds to show evolving probabilities. The data supports geographic visualization with county-level coverage and map-ready outputs, plus swing and margin indicators for trend analysis. Use cases span newsroom reporting, forecasting, model training, risk analysis, and academic research. Delivery options include raw historical exports and real-time feeds to support automated pipelines and interactive analysis.

Key attributes include:

• Real-time county-level vote totals and reporting status

• Historical election time series from 2000 onward

• Vote margins, swing metrics, and race-level summaries

• Integrated prediction market odds and evolving probability indicators

• Map-ready geographic coverage for spatial visualization and analysis

Value Summary:
Newsrooms, researchers, financial modelers, and AI platforms benefit from timely, validated U.S. election results and projections to support reporting, forecasting, risk modeling, and machine learning training.