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.

$178 in contributions came from Education, Technology & Communications — areas with no matching votes. votes appear in Defense & Security, Healthcare 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.

Lobby-donate overlap: 1 client-employer overlap and 8 dual-path registrants — $27,060 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).

Education, Technology & Communications, Finance & Banking appear in both lobbying filings and campaign contributions — $188 in overlapping funding across 54 lobbying filings.

Votes with Democrats 89% of the time — 28 breaks from the majority across 246 roll calls.

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

Kathleen Radonis accounts for 27% of contributions.

$9,381 in contributions landed within 30 days of 32 congressional votes.

5% abstention rate on lobbied bills vs 2% overall — 3pp differential across 41 lobbied-bill votes.