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.

Government Operations, Trade & Commerce, Finance & Banking appear in both lobbying filings and campaign contributions — $28,485 in overlapping funding across 139 lobbying filings.

$24,710 in contributions came from Government Operations, Technology & Communications — areas with no matching votes. votes appear in Defense & Security, Energy & Environment 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.

$58,230 in contributions landed within 30 days of 20 congressional votes.

Lobby-donate overlap: 3 client-employer overlaps and 6 dual-path registrants — $12,250 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).

Liberty Media Corporation has triple-path influence: FEC donations, lobbying activity, and LD-203 PAC contributions — $1,250 total across 1 entity.

Voted against party majority alongside cross-party defectors in 7 roll calls.

$194 in outside spending on record.

Votes with Democrats 97% of the time — 7 breaks from the majority across 248 roll calls.