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, Education, Healthcare appear in both lobbying filings and campaign contributions — $2,381 in overlapping funding across 250 lobbying filings.

15 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.

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 1 dual-path registrant — $1,363 in overlapping contributions.

$700 in contributions came from Trade & Commerce, Government Operations — areas with no matching votes. votes appear in Social Policy, Taxation without matching funding.

$22,910 in contributions landed within 30 days of 65 congressional votes.

Votes with Democrats 98% of the time — 5 breaks from the majority across 208 roll calls.