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.

$3,625 in contributions came from Government Operations, Trade & Commerce — areas with no matching votes. votes appear in Defense & Security, Social Policy without matching funding.

11 voted bills had coordinated lobbying pressure — Jackie Walorski Maternal and Child Home Visiting Reauthorization Act of 2022, Military Construction Authorization Act for Fiscal Year 2024, Social Security Fairness Act of 2023 were lobbied by up to 461 independent firms.

Government Operations, Energy & Environment, Healthcare appear in both lobbying filings and campaign contributions — $4,375 in overlapping funding across 134 lobbying filings.

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).

Outlier among Senate Republican (n=65) on Top contributor share — max deviation 2.1 sigma from peer average.

Lobby-donate overlap: 1 client-employer overlap and 4 dual-path registrants — $3,050 in overlapping contributions.

Jack Truitt accounts for 47% of contributions.

Votes with Republicans 94% of the time — 16 breaks from the majority across 249 roll calls.

$7,469 in contributions landed within 30 days of 20 congressional votes.