2020 vs 2024 Chicago: Assessment of In-Election Machine Logs Ballot Scan Count Checks and Benford’s Law Analysis

From Raw Machine-Log Data

From Raw Machine-Log Data

Significant anomalies are identified under both analyses in both election cycles, but the two elections present qualitatively different signatures. The 2020 logs show temporal irregularities consistent with log-level manipulation --- batch insertion, timestamp regularization, or post-hoc log editing --- reflected in an 10% Benford deviation. The 2024 logs show hardware/record-level scan inflation (a 21.75% failed-scan rate and a 2.41:1 total-scan-to-certified-ballot ratio), combined with an atypically low Benford deviation of 4% that suggests a synthetic component calibrated to appear statistically normal. In neither cycle do the machine logs constitute a self-certifying record.

Please see the PDF below for the full report.

📎 Download Attachment: c8b1ac6_concise_report_2020-2024.pdf

Published 2026-06-06 23:19 | Updated 2026-06-07 00:26