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WHY

Does Jim Costa's voting align with their donors?

Correlation summary

21.4%

A weak correlation between donor sector funding and voting alignment, based on 9 sectors with sufficient data.

Peer average
38.7%
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
Mar 26, 2026

Sector alignment

  • Labor57.1% aligned
    $0

    14 bills analyzed

  • Defense53.3% aligned
    $0

    30 bills analyzed

  • Ideology/Single-Issue46.2% aligned
    $220K

    26 bills analyzed

  • Construction43.8% aligned
    $15K

    32 bills analyzed

  • Health33.3% aligned
    $35K

    12 bills analyzed

  • Energy/Natural Resources32.3% aligned
    $63K

    62 bills analyzed

  • Lawyers & Lobbyists28.6% aligned
    $88K

    14 bills analyzed

  • Finance/Insurance/Real Estate23.5% aligned
    $43K

    34 bills analyzed

  • Communications/Electronics20.0% aligned
    $18K

    10 bills analyzed

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

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