Evidence Casebook

Data Coverage

Profile completeness: 42%

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.
• FEC spending/disbursements returned no records after repeated attempts.
• 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.

Finance & Banking, Government Operations, Technology & Communications appear in both lobbying filings and campaign contributions — $283,210 in overlapping funding across 313 lobbying filings.

$750,543 in contributions landed within 30 days of 65 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.

Lobby-donate overlap: 10 client-employer overlaps — $25,270 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).

$46,239 in contributions came from Trade & Commerce, Government Operations — areas with no matching votes. votes appear in Social Policy, Defense & Security without matching funding.

Votes with Democrats 98% of the time — 4 breaks from the majority across 216 roll calls.