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.

Outlier among House Democrat (n=304) on Outside spend ratio, Funding HHI — max deviation 5.9 sigma from peer average.

14 voted bills had coordinated lobbying pressure — Standardizing Permitting and Expediting Economic Development Act, SCREEN Act, TRIA Program Reauthorization Act of 2026 were lobbied by up to 400 independent firms.

Government Operations, Healthcare, Education appear in both lobbying filings and campaign contributions — $1,800 in overlapping funding across 72 lobbying filings.

$725,540 in outside spending on record.

$1,000 in contributions came from Government Operations — areas with no matching votes. votes appear in Taxation, Energy & Environment without matching funding.

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).

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

Pima County has triple-path influence: FEC donations, lobbying activity, and LD-203 PAC contributions — $4,426 total across 1 entity.

$21,128 in contributions landed within 30 days of 81 congressional votes.

Votes with Democrats 96% of the time — 12 breaks from the majority across 287 roll calls.

Lobby-donate overlap: 1 client-employer overlap and 1 dual-path registrant — $4,426 in overlapping contributions.