Evidence Casebook

Data Coverage

Profile completeness: 58%

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.
• Independent expenditures returned no records after repeated attempts.

Unavailable Data

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

$103,125 in contributions landed within 30 days of 172 congressional votes.

Energy & Environment, Finance & Banking, Government Operations appear in both lobbying filings and campaign contributions — $89,177 in overlapping funding across 270 lobbying filings.

11 distinct contributors from ADVANTAGE CAPITAL gave $13,500 in the 2026 cycle.

12 voted bills had coordinated lobbying pressure — 21st Century ROAD to Housing Act, Expanding Access to Capital Act of 2023, Save Our Seas 2.0 Amendments Act were lobbied by up to 461 independent firms.

Lobby-donate overlap: 11 client-employer overlaps and 3 dual-path registrants — $40,917 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).

9% abstention rate on lobbied bills vs 4% overall — 5pp differential across 43 lobbied-bill votes.

Votes with Republicans 99% of the time — 4 breaks from the majority across 307 roll calls.

$9,250 in contributions came from Government Operations — areas with no matching votes. votes appear in Social Policy, Defense & Security without matching funding.