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.

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.

Finance & Banking, Government Operations, Taxation appear in both lobbying filings and campaign contributions — $5,640 in overlapping funding across 128 lobbying filings.

$62,557 in contributions landed within 30 days of 33 congressional votes.

Lobby-donate overlap: 7 dual-path registrants — $12,650 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).

$87,618 in outside spending on record.

Votes with Republicans 90% of the time — 25 breaks from the majority across 251 roll calls.

Voted against party majority alongside cross-party defectors in 5 roll calls.

$520 in contributions came from Technology & Communications, Government Operations — areas with no matching votes. votes appear in Defense & Security, Healthcare without matching funding.