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.

$500 in contributions came from Trade & Commerce — areas with no matching votes. votes appear in Defense & Security, Agriculture & Food without matching funding.

Votes with Republicans 40% of the time — 6 breaks from the majority across 10 roll calls.

3 voted bills had coordinated lobbying pressure — Standardizing Permitting and Expediting Economic Development Act, Department of the Treasury Appropriations Act, 2026, Transportation, Housing and Urban Development, and Related Agencies Appropriations Act, 2026 were lobbied by up to 115 independent firms.

Outlier among House Republican (n=301) on Funding HHI, Top contributor share — max deviation 2.9 sigma from peer average.

$3,000 in contributions in the 14 days before a vote on "On Agreeing to the Amendment" (Thu Dec 18 2025 00:00:00 GMT+0000 (Coordinated Universal Time)) — 3.4x the baseline daily rate.

Florida Sugar Cane League, FEDERAL SOLUTIONS, LLC, Fourth Street Advocacy (Corsa Potomac, Llc) are heavily concentrated — top client accounts for 84%+ of revenue (HHI 8048).

Jason Osborne accounts for 28% of contributions.

Trade & Commerce appears in both lobbying filings and campaign contributions — $500 in overlapping funding across 4 lobbying filings.

$3,000 in contributions landed within 30 days of 7 congressional votes.