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.

$341,777 in contributions landed within 30 days of 69 congressional votes.

Samir Amin Daes gave $31,500 — 4.1× the typical top donor.

Finance & Banking, Energy & Environment, Healthcare appear in both lobbying filings and campaign contributions — $217,701 in overlapping funding across 305 lobbying filings.

$218,047 in contributions in the 14 days before a vote on "On Agreeing to the Amendment" (Thu Jul 03 2025 00:00:00 GMT+0000 (Coordinated Universal Time)) — 7.0x the baseline daily rate.

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.

Contribution spike detected: $251,809 in a 30-day window (Fri Jun 13 2025 00:00:00 GMT+0000 (Coordinated Universal Time) to Sun Jul 13 2025 00:00:00 GMT+0000 (Coordinated Universal Time)), 2.7 sigma above the baseline average of $80,028.

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 — $9,100 in overlapping contributions.

$71,252 in outside spending on record.

Votes with Republicans 92% of the time — 17 breaks from the majority across 224 roll calls.

$49,922 in contributions came from Trade & Commerce, Government Operations — areas with no matching votes. votes appear in Social Policy, Taxation without matching funding.