Election Infrastructure Data
Polling place locations, wait times, and voting machine types -- the election administration data that shapes access to democracy.
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Find Me This Data →Overview
What Is Election Infrastructure Data?
Election infrastructure data encompasses the critical operational information that enables voters to participate in democratic processes, including polling place locations, voter wait times, and voting machine specifications. This data forms the backbone of election administration, allowing election officials to manage resources, plan for voter flow, and ensure accessible voting across jurisdictions. While election infrastructure itself is a government function, the data derived from it — particularly polling place locations and operational metrics — represents a specialized government data category that election officials, research organizations, and civic engagement platforms rely upon to inform voters and optimize the voting experience.
Market Data
$1 and <20 minutes to create deepfake voter suppression content
AI-Backed Election Interference Risk
Source: Brennan Center for Justice
46% of Northeast voters support restricting AI data center construction, up 12 points since October 2025
Voter Concern Over Election Integrity
Source: Morning Consult
No conclusive evidence AI-generated disinformation manipulated 2024 results, but deceptive content influenced discourse and polarization
2024 Election AI Disinformation Impact
Source: Centre for Emerging Technology and Security
Who Uses This Data
What AI models do with it.do with it.
Election Administration Officials
State and local election authorities use polling place location data, machine specifications, and operational metrics to manage voter access, allocate resources, and ensure compliance with accessibility standards.
Voter Information Platforms
Civic engagement organizations, news outlets, and government websites publish polling place locators and wait time estimates to help voters plan their participation and reduce uncertainty.
Election Security and Integrity Research
Academic researchers and civil rights organizations analyze election infrastructure data to identify access disparities, monitor for disinformation threats targeting voting processes, and develop safeguards against AI-enabled interference.
Policy and Advocacy Organizations
Government accountability groups and election protection nonprofits use infrastructure data to assess voting accessibility, document systemic barriers, and advocate for equitable election administration.
What Can You Earn?
What it's worth.worth.
Public Database Licensing
Varies
Government-maintained polling place and voting equipment databases are often available as open data; private licensing for enhanced datasets with wait times and accessibility details varies by jurisdiction.
Real-Time Wait Time Data
Varies
Aggregated wait time feeds collected from polling places during election periods command premium pricing for news outlets and voter information platforms seeking live updates.
Historical Infrastructure Analysis
Varies
Compiled datasets tracking polling place changes, machine deployments, and accessibility modifications over time are valued by researchers and civil rights organizations for trend analysis.
What Buyers Expect
What makes it valuable.valuable.
Accuracy and Timeliness
Polling place locations, hours, and voting machine types must be current and verified; election officials require data accuracy to prevent voter confusion and ensure proper resource allocation.
Accessibility Compliance Documentation
Data must include detailed accessibility information (wheelchair access, language services, machine types for voters with disabilities) to meet ADA requirements and serve equitable access goals.
Geographic Precision and Completeness
Full coverage of all polling locations within a jurisdiction with precise coordinates and address details; gaps in geographic data undermine voter access and election planning.
Machine Specification Transparency
Clear documentation of voting equipment types, models, and counts enables election security research and helps identify operational vulnerabilities in election infrastructure.
Temporal Granularity
Wait time data must be captured at regular intervals throughout election day to provide meaningful patterns; historical wait time records enable research on access disparities across demographic groups and regions.
Companies Active Here
Who's buying.buying.
Manage polling place operations, resource allocation, and voter access planning using internal infrastructure data and vendor-provided equipment specifications.
License and publish polling place locators, hours, and accessibility information to help voters prepare for participation in elections.
Analyze election infrastructure data to identify access barriers, monitor for disinformation threats, and develop safeguards against voter suppression tactics.
Incorporate real-time polling place data, wait times, and accessibility information into election coverage to inform voters and track operational issues.
FAQ
Common questions.questions.
What types of election infrastructure data are most valuable?
Polling place locations with precise geographic coordinates, real-time or historical wait time data, voting machine specifications and counts, accessibility compliance information, and hours of operation are the most sought-after datasets. Election officials and voter information platforms prioritize accurate, timely location and accessibility data, while researchers value historical infrastructure records to study access disparities.
How does election infrastructure data relate to election security?
Election infrastructure data supports security by enabling research into operational vulnerabilities, identifying access disparities that may disproportionately affect certain voters, and documenting the equipment and resources deployed to protect voting integrity. Detailed infrastructure records help election security researchers and civil rights organizations monitor for systemic weaknesses and develop safeguards against voter suppression and disinformation.
Are there privacy concerns with publishing polling place and wait time data?
Polling place locations and hours are public information necessary for voter participation and are routinely published by election officials. Aggregated wait time data raises minimal privacy concerns. However, individual-level voting machine data or detailed accessibility information requires careful handling to prevent disclosure of sensitive operational security details.
How is election infrastructure data being threatened by AI?
Emerging AI tools enable rapid creation of deepfake robocalls and deceptive disinformation targeting voters with false information about polling places, machine types, or voting procedures — voter suppression tactics that cost as little as $1 and take minutes to deploy. Research shows that while AI-generated disinformation has not yet conclusively altered election outcomes, it influences discourse and can entrench polarization around election integrity concerns.
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