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WHY

Does Aaron Bean's voting align with their donors?

Correlation summary

-14.3%

A negligible correlation between donor sector funding and voting alignment, based on 8 sectors with sufficient data.

Peer average
78.8%
Percentile rank
50th

Methodology

Correlation between campaign donor sectors and voting alignment on sector-relevant bills. Bills classified by AI-generated affectedIndustries or policy-area-map fallback. Spearman rank correlation across sectors with 10+ votes.

This analysis shows factual patterns in public data. Campaign contributions are legal and do not indicate wrongdoing. Voting alignment with donor industries is common across all legislators. Correlation does not indicate causation or improper behavior.

Confidence
80%
Data as of
Mar 26, 2026

Sector alignment

  • Lawyers & Lobbyists100.0% aligned
    $105K

    26 bills analyzed

  • Finance/Insurance/Real Estate90.6% aligned
    $95K

    32 bills analyzed

  • Energy/Natural Resources86.8% aligned
    $20K

    76 bills analyzed

  • Construction78.1% aligned
    $35K

    32 bills analyzed

  • Agribusiness75.0% aligned
    $0

    12 bills analyzed

  • Ideology/Single-Issue69.6% aligned
    $138K

    23 bills analyzed

  • Health66.7% aligned
    $98K

    12 bills analyzed

  • Defense54.5% aligned
    $0

    33 bills analyzed

Campaign finance data from FEC.gov. Voting records from Congress.gov. Full methodology

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