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, Healthcare, Education appear in both lobbying filings and campaign contributions — $7,025 in overlapping funding across 281 lobbying filings.

$92,515 in contributions landed within 30 days of 125 congressional votes.

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.

$41,327 in contributions in the 14 days before a vote on "Motion to Invoke Cloture: Lt. Gen. Joshua M. Rudd to be General in the United States Army" (Mon Mar 09 2026 00:00:00 GMT+0000 (Coordinated Universal Time)) — 3.4x the baseline daily rate.

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).

$164,683 in outside spending on record.

$2,335 in contributions came from Government Operations, Technology & Communications — areas with no matching votes. votes appear in Social Policy without matching funding.

Voted against party majority alongside cross-party defectors in 13 roll calls.

Lobby-donate overlap: 3 client-employer overlaps — $5,327 in overlapping contributions.

Votes with Republicans 93% of the time — 22 breaks from the majority across 324 roll calls.