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.

6 voted bills had coordinated lobbying pressure — 21st Century ROAD to Housing Act, Homeland Security and Further Additional Continuing Appropriations Act, 2026., Legislative Branch Appropriations Act, 2026 were lobbied by up to 461 independent firms.

Outlier among Senate Republican (n=65) on Funding HHI, Top contributor share — max deviation 3.5 sigma from peer average.

Finance & Banking, Government Operations, Defense & Security appear in both lobbying filings and campaign contributions — $22,313 in overlapping funding across 77 lobbying filings.

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).

Lobby-donate overlap: 2 client-employer overlaps and 1 dual-path registrant — $9,000 in overlapping contributions.

Tyler Winklevoss accounts for 23% of contributions.

$10,583 in contributions landed within 30 days of 170 congressional votes.

Votes with Republicans 100% of the time — 0 breaks from the majority across 234 roll calls.

$1,000 in contributions came from Government Operations — areas with no matching votes. votes appear in Healthcare, Social Policy without matching funding.