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.

Trade & Commerce, Finance & Banking, Education appear in both lobbying filings and campaign contributions — $64,500 in overlapping funding across 127 lobbying filings.

11 voted bills had coordinated lobbying pressure — Standardizing Permitting and Expediting Economic Development Act, Expediting Federal Broadband Deployment Reviews Act, To direct the removal of United States Armed Forces from hostilities within or against Venezuela that have not been authorized by Congress. were lobbied by up to 400 independent firms.

$47,500 in contributions came from Trade & Commerce, Finance & Banking — areas with no matching votes. votes appear in Defense & Security, Energy & Environment without matching funding.

Contribution spike detected: $60,775 in a 30-day window (Sun Sep 28 2025 00:00:00 GMT+0000 (Coordinated Universal Time) to Tue Oct 28 2025 00:00:00 GMT+0000 (Coordinated Universal Time)), 2.7 sigma above the baseline average of $25,278.

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).

$48,644 in contributions landed within 30 days of 65 congressional votes.

Lobby-donate overlap: 3 dual-path registrants — $3,000 in overlapping contributions.

$4,605 in outside spending on record.

Votes with Democrats 99% of the time — 1 break from the majority across 173 roll calls.