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 82Requires context
Energy & Environment, Finance & Banking, Agriculture & Food appear in both lobbying filings and campaign contributions — $14,750 in overlapping funding across 188 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.
Contribution spike detected: $23,000 in a 30-day window (Wed Nov 19 2025 00:00:00 GMT+0000 (Coordinated Universal Time) to Fri Dec 19 2025 00:00:00 GMT+0000 (Coordinated Universal Time)), 2.8 sigma above the baseline average of $9,067.
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).
$1,000 in contributions came from Government Operations, Trade & Commerce — areas with no matching votes. votes appear in Technology & Communications, Transportation without matching funding.