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.

$196,567 in contributions landed within 30 days of 69 congressional votes.

Finance & Banking, Trade & Commerce, Government Operations appear in both lobbying filings and campaign contributions — $172,876 in overlapping funding across 375 lobbying filings.

15 distinct contributors from INDIAN TRIBE gave $43,100 in the 2026 cycle.

17 voted bills had coordinated lobbying pressure — Expanding Access to Capital Act of 2023, Save Our Seas 2.0 Amendments Act, Department of Education Appropriations Act, 2024 were lobbied by up to 434 independent firms.

8 distinct contributors from UNIVERSITY OF OKLAHOMA gave $4,250 in the 2026 cycle.

Lobby-donate overlap: 13 client-employer overlaps and 26 dual-path registrants — $106,300 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).

Hidden Level, Inc., Maplarge have triple-path influence: FEC donations, lobbying activity, and LD-203 PAC contributions — $18,350 total across 2 entities.

$250,000 in outside spending on record.

$66,844 in contributions came from Government Operations, Trade & Commerce — areas with no matching votes. votes appear in Social Policy, Labor & Employment without matching funding.

Votes with Republicans 96% of the time — 9 breaks from the majority across 239 roll calls.