WHY
Does Juan Vargas's voting align with their donors?
Correlation summary
A weak correlation between donor sector funding and voting alignment, based on 9 sectors with sufficient data.
- Peer average
- 22.7%
- 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
- Apr 16, 2026
Sector alignment
- Labor & Workers57.1% aligned$22K
14 bills analyzed
- Defense & Military53.3% aligned$10K
30 bills analyzed
- Advocacy & Nonprofits33.3% aligned$114K
24 bills analyzed
- Healthcare33.3% aligned$12K
12 bills analyzed
- Technology & Media20.0% aligned$70K
10 bills analyzed
- Construction & Building15.4% aligned$12K
26 bills analyzed
- Energy & Natural Resources12.1% aligned$30K
66 bills analyzed
- Finance & Real Estate11.8% aligned$258K
34 bills analyzed
- Legal & Lobbying0.0% aligned$20K
12 bills analyzed
Campaign finance data from FEC.gov. Voting records from Congress.gov. Full methodology