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.

$116,410 in contributions landed within 30 days of 81 congressional votes.

Education, Government Operations, Agriculture & Food appear in both lobbying filings and campaign contributions — $33,649 in overlapping funding across 181 lobbying filings.

12 voted bills had coordinated lobbying pressure — 21st Century ROAD to Housing Act, SCREEN Act, TRIA Program Reauthorization Act of 2026 were lobbied by up to 400 independent firms.

Lobby-donate overlap: 11 client-employer overlaps and 5 dual-path registrants — $4,229 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).

$7,848 in contributions came from Government Operations — areas with no matching votes. votes appear in Social Policy, Defense & Security without matching funding.

Voted against party majority alongside cross-party defectors in 7 roll calls.

Votes with Democrats 96% of the time — 12 breaks from the majority across 267 roll calls.

$10 in outside spending on record.