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, Transportation appear in both lobbying filings and campaign contributions — $3,660 in overlapping funding across 180 lobbying filings.

9 voted bills had coordinated lobbying pressure — Military Construction Authorization Act for Fiscal Year 2024, Social Security Fairness Act of 2023, Further Continuing Appropriations Act, 2025 were lobbied by up to 461 independent firms.

$74,223 in contributions landed within 30 days of 72 congressional votes.

$947,005 in outside spending on record.

$42,998 in contributions in the 14 days before a vote on "Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense" (Mon Jan 05 2026 00:00:00 GMT+0000 (Coordinated Universal Time)) — 3.7x the baseline daily rate.

Lobby-donate overlap: 2 client-employer overlaps and 7 dual-path registrants — $18,002 in overlapping contributions.

Contribution spike detected: $42,998 in a 30-day window (Wed Dec 31 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 $14,901.

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).

Outlier among Senate Republican (n=65) on Funding HHI — max deviation 2.1 sigma from peer average.

$500 in contributions came from Government Operations — areas with no matching votes. votes appear in Defense & Security, Social Policy without matching funding.

Votes with Republicans 97% of the time — 9 breaks from the majority across 310 roll calls.