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.

Education, Taxation, Government Operations appear in both lobbying filings and campaign contributions — $2,532 in overlapping funding across 268 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.

$1,372 in contributions came from Education, Government Operations — areas with no matching votes. votes appear in Social Policy without matching funding.

Lobby-donate overlap: 5 client-employer overlaps and 11 dual-path registrants — $11,730 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).

Votes with Democrats 88% of the time — 27 breaks from the majority across 226 roll calls.

$45,500 in outside spending on record.

Voted against party majority alongside cross-party defectors in 10 roll calls.

$20,505 in contributions landed within 30 days of 79 congressional votes.