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.

13 distinct contributors from MATSON gave $11,650 in the 2026 cycle.

$168,318 in contributions landed within 30 days of 85 congressional votes.

Finance & Banking, Government Operations, Trade & Commerce appear in both lobbying filings and campaign contributions — $67,320 in overlapping funding across 282 lobbying filings.

16 voted bills had coordinated lobbying pressure — Department of Education Appropriations Act, 2024, Military Construction Authorization Act for Fiscal Year 2024, Standardizing Permitting and Expediting Economic Development Act were lobbied by up to 434 independent firms.

$50,350 in contributions in the 14 days before a vote on "Call of the House" (Tue Jan 06 2026 00:00:00 GMT+0000 (Coordinated Universal Time)) — 3.5x the baseline daily rate.

Contribution spike detected: $80,262 in a 30-day window (Mon Dec 01 2025 00:00:00 GMT+0000 (Coordinated Universal Time) to Wed Dec 31 2025 00:00:00 GMT+0000 (Coordinated Universal Time)), 2.5 sigma above the baseline average of $31,842.

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).

Lobby-donate overlap: 5 client-employer overlaps and 2 dual-path registrants — $20,000 in overlapping contributions.

$14,350 in contributions came from Government Operations — areas with no matching votes. votes appear in Social Policy, Defense & Security without matching funding.

Votes with Democrats 99% of the time — 3 breaks from the majority across 301 roll calls.