Data Coverage votes: complete lobbying: missing bill linkage: partial finance receipts: complete finance spending: complete independent expenditures: complete
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.
issue overlap medium score 100 Requires context Government Operations, Trade & Commerce, Finance & Banking appear in both lobbying filings and campaign contributions — $32,950 in overlapping funding across 193 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4081220251215875569 Contribution in overlapping issue area FEC receipt 40812202… fec_contributions fec_contribution:sub:4081220251215875632 Contribution in overlapping issue area FEC receipt 40812202… fec_contributions fec_contribution:sub:4081220251215875637 Contribution in overlapping issue area FEC receipt 40812202…
multi registrant bill pressure high score 80 Under review 18 voted bills had coordinated lobbying pressure — Department of Education Appropriations Act, 2024, Military Construction Authorization Act for Fiscal Year 2024, Standardizing Permitting and Expediting Economic Development Act were lobbied by up to 434 independent firms.
Source Record Rationale Link congress_votes congress_house:118:1:673:E000296 Vote on bill with coordinated lobbying pressure House roll call #673 congress_votes congress_house:118:1:723:E000296 Vote on bill with coordinated lobbying pressure House roll call #723 congress_votes congress_house:118:1:672:E000296 Vote on bill with coordinated lobbying pressure House roll call #672
vote deviation medium score 58 Under review $19,200 in contributions came from Government Operations — areas with no matching votes. votes appear in Transportation, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4081220251215875632 Contribution row used in funding profile FEC receipt 40812202… fec_contributions fec_contribution:sub:4081220251215875637 Contribution row used in funding profile FEC receipt 40812202… fec_contributions fec_contribution:sub:4081220251215875569 Contribution row used in funding profile FEC receipt 40812202…
registrant client capture medium score 50 Under review OLD NORTH STRATEGIES, LLC, Florida Sugar Cane League, FEDERAL SOLUTIONS, LLC are heavily concentrated — top client accounts for 93%+ of revenue (HHI 8649).
Source Record Rationale Link lobbying_filings lda:ld2:8c8724d0-9648-4e29-831d-000f190e0685:1 Lobbying filing from captured registrant LDA filing 8c8724d0… lobbying_filings lda:ld2:1462f1c5-80f9-4f0f-bbc4-77f8b8445354:0 Lobbying filing from captured registrant LDA filing 1462f1c5… lobbying_filings lda:ld2:8c8724d0-9648-4e29-831d-000f190e0685:0 Lobbying filing from captured registrant LDA filing 8c8724d0…
lobby donate overlap medium score 42 Requires context Lobby-donate overlap: 5 client-employer overlaps and 4 dual-path registrants — $14,600 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4081220251215875565 Contribution from convergent employer FEC receipt 40812202… fec_contributions fec_contribution:sub:4042920251187863748 Contribution from convergent employer FEC receipt 40429202… fec_contributions fec_contribution:sub:4081220251215875507 Contribution from convergent employer FEC receipt 40812202… fec_contributions fec_contribution:sub:4081220251215875648 Contribution from convergent employer FEC receipt 40812202…
temporal proximity medium score 22 Core $21,775 in contributions landed within 30 days of 4 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:186:E000296 Vote near contribution window House roll call #186 congress_votes congress_house:119:1:187:E000296 Vote near contribution window House roll call #187 congress_votes congress_house:119:1:188:E000296 Vote near contribution window House roll call #188 congress_votes congress_house:119:1:189:E000296 Vote near contribution window House roll call #189 fec_contributions
bipartisan defection cluster medium score 15 Requires context Voted against party majority alongside cross-party defectors in 5 roll calls.
Source Record Rationale Link congress_votes congress_house:119:1:320:E000296 Bipartisan defection vote House roll call #320 congress_votes congress_house:119:2:201:E000296 Bipartisan defection vote House roll call #201 congress_votes congress_house:119:2:228:E000296 Bipartisan defection vote House roll call #228
outside spend spike low score 10 Core $95 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4081320251216744064 Outside spending row FEC expenditure 40813202…
vote party alignment low score 10 Core Votes with Democrats 98% of the time — 7 breaks from the majority across 325 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:78:E000296 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:E000296 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:E000296 Scored vote row House roll call #77
Generated by Cooked on July 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.