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.

Government Operations, Trade & Commerce, Healthcare appear in both lobbying filings and campaign contributions — $61,038 in overlapping funding across 281 lobbying filings.

20 distinct contributors from GENENTECH gave $6,950 in the 2026 cycle.

$95,078 in contributions landed within 30 days of 69 congressional votes.

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.

$43,485 in contributions in the 14 days before a vote on "On Consideration of the Resolution" (Wed Jul 02 2025 00:00:00 GMT+0000 (Coordinated Universal Time)) — 4.6x the baseline daily rate.

$39,767 in contributions came from Government Operations, Trade & Commerce — areas with no matching votes. votes appear in Social Policy, Taxation without matching funding.

Contribution spike detected: $59,755 in a 30-day window (Sat May 31 2025 00:00:00 GMT+0000 (Coordinated Universal Time) to Mon Jun 30 2025 00:00:00 GMT+0000 (Coordinated Universal Time)), 3.2 sigma above the baseline average of $22,330.

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 — $16,167 in overlapping contributions.

Votes with Democrats 98% of the time — 5 breaks from the majority across 235 roll calls.