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.

Finance & Banking, Government Operations, Education appear in both lobbying filings and campaign contributions — $212,482 in overlapping funding across 154 lobbying filings.

$414,703 in contributions landed within 30 days of 81 congressional votes.

14 voted bills had coordinated lobbying pressure — Standardizing Permitting and Expediting Economic Development Act, 21st Century ROAD to Housing Act, SCREEN Act were lobbied by up to 400 independent firms.

Lobby-donate overlap: 8 client-employer overlaps — $19,957 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).

$59,932 in contributions came from Government Operations — areas with no matching votes. votes appear in Social Policy, Taxation without matching funding.

Votes with Democrats 94% of the time — 16 breaks from the majority across 266 roll calls.