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, Finance & Banking, Technology & Communications appear in both lobbying filings and campaign contributions — $87,685 in overlapping funding across 263 lobbying filings.

$243,207 in contributions landed within 30 days of 72 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.

$185,412 in contributions in the 14 days before a vote on "Motion to Invoke Cloture: John Thomas Shepherd to be U.S. District Judge for the Western District of Arkansas" (Mon Apr 13 2026 00:00:00 GMT+0000 (Coordinated Universal Time)) — 4.9x the baseline daily rate.

Lobby-donate overlap: 8 client-employer overlaps and 14 dual-path registrants — $38,905 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).

$43,363 in contributions came from Government Operations, Agriculture & Food — areas with no matching votes. votes appear in Social Policy, Labor & Employment without matching funding.

Votes with Democrats 97% of the time — 11 breaks from the majority across 349 roll calls.

$80 in outside spending on record.