WHY
Does Aaron Bean's voting align with their donors?
Correlation summary
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