Evidence Casebook

Data Coverage

Profile completeness: 75%

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.

Unavailable Data

The following data sources were not available for this politician: Lobbying disclosure (LD-2) filings.

$166,481 in contributions landed within 30 days of 33 congressional votes.

Finance & Banking, Education, Trade & Commerce appear in both lobbying filings and campaign contributions — $45,045 in overlapping funding across 118 lobbying filings.

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.

$515,000 (79%) of outside spending comes from entities matching dark money naming patterns, led by CLEARPATH ACTION FUND, INC..

$648,462 in outside spending on record.

Lobby-donate overlap: 12 dual-path registrants — $16,500 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).

Jesse Vidrine gave $17,500 — 2.3× the typical top donor.

$12,500 in contributions came from Trade & Commerce, Government Operations — areas with no matching votes. votes appear in Defense & Security, Energy & Environment without matching funding.

Votes with Republicans 92% of the time — 19 breaks from the majority across 241 roll calls.