Evidence Casebook

Data Coverage

Profile completeness: 75%

Caveats

• Lobbying disclosure (LD-2) filings have not been ingested — signals depending on this data are absent.
• Bill-to-vote crosswalk are partially available — related signals may undercount.

Unavailable Data

The following data sources were not available for this politician: Lobbying disclosure (LD-2) filings.

Finance & Banking, Trade & Commerce, Government Operations appear in both lobbying filings and campaign contributions — $274,995 in overlapping funding across 250 lobbying filings.

$981,131 in contributions landed within 30 days of 74 congressional votes.

12 distinct contributors from AM GENERAL LLC gave $12,400 in the 2026 cycle.

Votes with Republicans 68% of the time — 106 breaks from the majority across 331 roll calls.

10 voted bills had coordinated lobbying pressure — Jackie Walorski Maternal and Child Home Visiting Reauthorization Act of 2022, Military Construction Authorization Act for Fiscal Year 2024, Social Security Fairness Act of 2023 were lobbied by up to 461 independent firms.

$3,110,388 in outside spending on record.

Lobby-donate overlap: 19 client-employer overlaps and 10 dual-path registrants — $111,621 in overlapping contributions.

Florida Sugar Cane League, FEDERAL SOLUTIONS, LLC, Fourth Street Advocacy (Corsa Potomac, Llc) are heavily concentrated — top client accounts for 84%+ of revenue (HHI 8649).

Comcast Corporation has triple-path influence: FEC donations, lobbying activity, and LD-203 PAC contributions — $2,000 total across 1 entity.

Voted against party majority alongside cross-party defectors in 17 roll calls.

$45,450 in contributions came from Government Operations, Agriculture & Food — areas with no matching votes. votes appear in Social Policy, Labor & Employment without matching funding.