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.
multi registrant bill pressure
highscore 80Under review
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.
Agriculture & Food, Trade & Commerce, Healthcare appear in both lobbying filings and campaign contributions — $3,600 in overlapping funding across 167 lobbying filings.
Contribution spike detected: $13,525 in a 30-day window (Fri Sep 19 2025 00:00:00 GMT+0000 (Coordinated Universal Time) to Sat Oct 18 2025 00:00:00 GMT+0000 (Coordinated Universal Time)), 3.6 sigma above the baseline average of $4,605.
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).
$1,200 in contributions came from Trade & Commerce, Government Operations — areas with no matching votes. votes appear in Technology & Communications, Transportation without matching funding.