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 $407,822 in contributions landed within 30 days of 124 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:313:M001236 Vote near contribution window House roll call #313 congress_votes congress_house:119:1:311:M001236 Vote near contribution window House roll call #311 congress_votes congress_house:119:1:309:M001236 Vote near contribution window House roll call #309 congress_votes congress_house:119:1:310:M001236 Vote near contribution window House roll call #310 congress_votes congress_house:119:1:312:M001236 Vote near contribution window House roll call #312 fec_contributions fec_contribution:sub:4031120261420817120
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 174 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031320261423336330 Contribution in overlapping issue area FEC receipt 40313202… fec_contributions fec_contribution:sub:4031320261423336333 Contribution in overlapping issue area FEC receipt 40313202… fec_contributions fec_contribution:sub:4081220251215878782 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:4032420261425260347 Dark money outside spending row FEC expenditure 40324202… fec_independent_expenditures fec_independent_expenditure:sub:4032420261425260346 Dark money outside spending row FEC expenditure 40324202… fec_independent_expenditures fec_independent_expenditure:sub:4022020261309988094
multi registrant bill pressure high score 80 Under review 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.
Source Record Rationale Link congress_votes congress_house:119:1:353:M001236 Vote on bill with coordinated lobbying pressure House roll call #353 congress_votes congress_house:119:2:224:M001236 Vote on bill with coordinated lobbying pressure House roll call #224 congress_votes congress_house:119:1:352:M001236 Vote on bill with coordinated lobbying pressure House roll call #352
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:4031120261420817099 Contribution from convergent employer FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420817077 Contribution from convergent employer FEC receipt 40311202… fec_contributions fec_contribution:sub:4031320261423336362 Contribution from convergent employer FEC receipt 40313202… fec_contributions fec_contribution:sub:4031120261420817100 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:4022020261309988094 Outside spending row FEC expenditure 40220202… 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:4032420261425260346 Outside spending row FEC expenditure 40324202…
vote deviation medium score 20 Under review $32,898 in contributions came from Government Operations — areas with no matching votes. votes appear in Social Policy, Taxation without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031320261423336333 Contribution row used in funding profile FEC receipt 40313202… fec_contributions fec_contribution:sub:4031320261423336330 Contribution row used in funding profile FEC receipt 40313202… fec_contributions fec_contribution:sub:4081220251215878782 Contribution row used in funding profile FEC receipt 40812202…
vote party alignment low score 10 Core Votes with Republicans 99% of the time — 4 breaks from the majority across 268 roll calls.
Source Record Rationale Link congress_votes congress_house:119:1:347:M001236 Scored vote row House roll call #347 congress_votes congress_house:119:1:349:M001236 Scored vote row House roll call #349 congress_votes congress_house:119:1:348:M001236 Scored vote row House roll call #348
Generated by Cooked on July 8, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.