Methodology

How we calculate the Election Integrity index

eii Score Calculation

The Election Integrity Index (eii) is a composite score from 0 to 100 that aggregates reported election integrity incidents within a geographic area. Higher scores indicate more reported concerns.

The formula weights incidents by evidence tier:

eii = normalize(verified × 3.0 + alleged × 1.5 + unverified × 0.3 + adjustments)

Incident types are weighted by severity. For example, ballot stuffing (weight: 2.5) contributes more to the score than campaign finance violations (weight: 1.0).

Data Sources

Verified Incidents: Court records, DOJ Public Integrity Section prosecution data, state attorney general press releases on election crime convictions.

Alleged Incidents: Active lawsuits tracked by Democracy Docket, state election board complaints, EAC EAVS rejected ballot data, statistical anomaly reports.

Unverified Claims: Aggregated public claims lacking supporting evidence, including debunked allegations retained for transparency.

Map Visualization

The map uses three zoom levels:

  • National View (zoom 3-6): States colored by aggregate eii score. Click a state to zoom in.
  • State View (zoom 7-9): Counties within the state become visible, each colored by their county-level eii score.
  • County View (zoom 10+): Individual incident markers appear at reported locations, colored by evidence tier.

State and county boundaries come from the US Census Bureau TIGER/Line simplified shapefiles (1:10M scale).

Score Tiers

0-20CleanMinimal or no reported incidents
21-40Minor FlagsA few isolated reports, mostly unverified
41-60Concerns RaisedMultiple reports across categories
61-80Under ScrutinySignificant number of alleged incidents
81-100Red Flag ZoneHigh density of verified and alleged incidents

Limitations

  • Coverage varies by state. Some states have more comprehensive public records than others.
  • The eii score reflects the volume and severity of reports, not a determination of whether fraud occurred.
  • Unverified claims are included for transparency but may be inaccurate or debunked.
  • Data is aggregated from multiple sources with varying update frequencies.
  • Community votes on score accuracy are advisory and do not change the underlying data.
Disclaimer: Vote Audit aggregates publicly available data about election integrity from court records, government databases, official reports, and public claims. The inclusion of data does not imply that fraud occurred. This is a data visualization and research tool, not a legal or political determination.