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.
temporal proximity high score 100 Core $334,997 in contributions landed within 30 days of 108 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:351:M001236 Vote near contribution window House roll call #351 congress_votes congress_house:119:1:349:M001236 Vote near contribution window House roll call #349 congress_votes congress_house:119:1:348:M001236 Vote near contribution window House roll call #348 congress_votes congress_house:119:1:350:M001236 Vote near contribution window House roll call #350 congress_votes congress_house:119:1:347:M001236 Vote near contribution window House roll call #347 fec_contributions fec_contribution:sub:4031120261420816956
issue overlap medium score 100 Requires context Trade & Commerce, Government Operations, Healthcare appear in both lobbying filings and campaign contributions — $165,925 in overlapping funding across 167 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4081220251215878767 Contribution in overlapping issue area FEC receipt 40812202… fec_contributions fec_contribution:sub:4081220251215878649 Contribution in overlapping issue area FEC receipt 40812202… fec_contributions fec_contribution:sub:4081220251215878793 Contribution in overlapping issue area FEC receipt 40812202…
dark money outside spend ratio high score 100 Requires context $161,896 (100%) of outside spending comes from entities matching dark money naming patterns, led by DEFEND AMERICAN JOBS.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4021320261308631059 Dark money outside spending row FEC expenditure 40213202… fec_independent_expenditures fec_independent_expenditure:sub:4022020261309988094 Dark money outside spending row FEC expenditure 40220202… fec_independent_expenditures fec_independent_expenditure:sub:4032420261425260346 Dark money outside spending row FEC expenditure 40324202… fec_independent_expenditures fec_independent_expenditure:sub:4032420261425260347
multi registrant bill pressure high score 80 Under review 11 voted bills had coordinated lobbying pressure — Standardizing Permitting and Expediting Economic Development Act, Expediting Federal Broadband Deployment Reviews Act, To direct the removal of United States Armed Forces from hostilities within or against Venezuela that have not been authorized by Congress. were lobbied by up to 400 independent firms.
Source Record Rationale Link congress_votes congress_house:119:2:125:M001236 Vote on bill with coordinated lobbying pressure House roll call #125 congress_votes congress_house:119:1:353:M001236 Vote on bill with coordinated lobbying pressure House roll call #353 congress_votes congress_house:119:1:352:M001236 Vote on bill with coordinated lobbying pressure House roll call #352
vote deviation medium score 68 Under review $112,757 in contributions came from Government Operations, Trade & Commerce — areas with no matching votes. votes appear in Defense & Security, Taxation without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4081220251215878767 Contribution row used in funding profile FEC receipt 40812202… fec_contributions fec_contribution:sub:4081220251215878793 Contribution row used in funding profile FEC receipt 40812202… fec_contributions fec_contribution:sub:4081220251215878649 Contribution row used in funding profile FEC receipt 40812202…
lobby donate overlap high score 55 Requires context Lobby-donate overlap: 7 client-employer overlaps and 1 dual-path registrant — $26,500 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420817098 Contribution from convergent employer FEC receipt 40311202… fec_contributions fec_contribution:sub:4081220251215878715 Contribution from convergent employer FEC receipt 40812202… fec_contributions fec_contribution:sub:4031320261423336362 Contribution from convergent employer FEC receipt 40313202… fec_contributions fec_contribution:sub:4031120261420817077 Contribution from convergent employer FEC receipt 40311202…
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…
outside spend spike low score 44 Core $161,896 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4032420261425260347 Outside spending row FEC expenditure 40324202… fec_independent_expenditures fec_independent_expenditure:sub:4021320261308631059 Outside spending row FEC expenditure 40213202… fec_independent_expenditures fec_independent_expenditure:sub:4022020261309988094 Outside spending row FEC expenditure 40220202… fec_independent_expenditures fec_independent_expenditure:sub:4032420261425260346 Outside spending row FEC expenditure 40324202…
vote party alignment low score 10 Core Votes with Republicans 98% of the time — 4 breaks from the majority across 174 roll calls.
Source Record Rationale Link congress_votes congress_house:119:1:349:M001236 Scored vote row House roll call #349 congress_votes congress_house:119:1:350:M001236 Scored vote row House roll call #350 congress_votes congress_house:119:1:347:M001236 Scored vote row House roll call #347
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.