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.
issue overlap
mediumscore 80Requires context
Trade & Commerce, Energy & Environment, Government Operations appear in both lobbying filings and campaign contributions — $9,585 in overlapping funding across 176 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.
$5,050 in contributions came from Government Operations, Trade & Commerce — areas with no matching votes. votes appear in Transportation, Social Policy without matching funding.
Contribution spike detected: $15,404 in a 30-day window (Tue Oct 28 2025 00:00:00 GMT+0000 (Coordinated Universal Time) to Wed Nov 26 2025 00:00:00 GMT+0000 (Coordinated Universal Time)), 2.7 sigma above the baseline average of $4,468.
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).