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, Agriculture & Food, Finance & Banking appear in both lobbying filings and campaign contributions — $296 in overlapping funding across 144 lobbying filings.

$247 in contributions came from Government Operations, Trade & Commerce — 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 9 dual-path registrants — $14,985 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).

Outlier among Senate Republican (n=65) on Top contributor share — max deviation 2.4 sigma from peer average.

Jatin Desai accounts for 51% of contributions.

Voted against party majority alongside cross-party defectors in 9 roll calls.

Votes with Republicans 93% of the time — 16 breaks from the majority across 236 roll calls.

$13,783 in contributions landed within 30 days of 20 congressional votes.

$3,245 in outside spending on record.