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.

8 voted bills had coordinated lobbying pressure — Lower Health Care Costs Act, Lummis-Gillibrand Responsible Financial Innovation Act of 2026, 21st Century ROAD to Housing Act were lobbied by up to 461 independent firms.

Finance & Banking, Government Operations, Defense & Security appear in both lobbying filings and campaign contributions — $22,341 in overlapping funding across 82 lobbying filings.

Outlier among Senate Republican (n=66) on Funding HHI — max deviation 2.6 sigma from peer average.

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).

$18,680 in contributions landed within 30 days of 273 congressional votes.

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

Tyler Winklevoss accounts for 19% of contributions.

Votes with Republicans 100% of the time — 0 breaks from the majority across 296 roll calls.

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