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.

$372,554 in contributions landed within 30 days of 87 congressional votes.

Finance & Banking, Government Operations, Trade & Commerce appear in both lobbying filings and campaign contributions — $97,548 in overlapping funding across 134 lobbying 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.

$259,532 in contributions in the 14 days before a vote on "Motion to Invoke Cloture: John Thomas Shepherd to be U.S. District Judge for the Western District of Arkansas" (Mon Apr 13 2026 00:00:00 GMT+0000 (Coordinated Universal Time)) — 4.9x the baseline daily rate.

$910,655 in outside spending on record.

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).

$31,627 in contributions came from Agriculture & Food, Government Operations — areas with no matching votes. votes appear in Social Policy, Defense & Security without matching funding.

Lobby-donate overlap: 3 client-employer overlaps and 3 dual-path registrants — $12,286 in overlapping contributions.

Votes with Republicans 98% of the time — 5 breaks from the majority across 242 roll calls.