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.

Healthcare, Energy & Environment, Education appear in both lobbying filings and campaign contributions — $770 in overlapping funding across 207 lobbying filings.

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.

Lobby-donate overlap: 13 dual-path registrants — $54,800 in overlapping contributions.

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).

$201 in contributions came from Government Operations, Trade & Commerce — areas with no matching votes. votes appear in Technology & Communications, Transportation without matching funding.

$10,404 in contributions landed within 30 days of 48 congressional votes.

Votes with Republicans 98% of the time — 4 breaks from the majority across 239 roll calls.