Follow real-time early voting analysis for Atlanta at earlyvoteatl.civicfs.app
Election Data Analysis for 2025
At Civic Forge Solutions, we build tools and models that process election and voter data throughout the election cycle. This work combines data engineering, statistical modeling, and domain expertise to provide campaigns and the public with actionable information.
Since our founding, we have built similar tools and models for many counties in Georgia, as well as for clients in other states.
Current Projects
Early Voting Turnout Tracking
For the 2025 Georgia municipal elections, we track early voting data across multiple jurisdictions:
- Atlanta municipal elections - 12 council districts plus citywide races
- Marietta city elections - Daily turnout patterns and cumulative totals
Our analysis collects official election data, merges it with additional sources (such as the Georgia voter file), normalizes it into standardized formats, and generates comparative analysis against previous election cycles.
Projections and Modeling
For the early voting period, we developed a predictive model to estimate final early voting turnout in Atlanta and Marietta. On Election Day, we provide real-time forecasts as results are released throughout the evening.
Contact
For election data analysis services:
Email: [email protected]
Follow our analysis on Bluesky: @hello.civicforge.solutions
Live dashboards: earlyvoteatl.civicfs.app
Civic Forge Solutions provides civic technology and data analysis services for progressive and Democratic candidates, campaigns, and committees. Based in Atlanta, Georgia.