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 Finance & Banking, Government Operations, Trade & Commerce appear in both lobbying filings and campaign contributions — $114,795 in overlapping funding across 261 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411453395 Contribution in overlapping issue area FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411453109 Contribution in overlapping issue area FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411453108 Contribution in overlapping issue area FEC receipt 40306202…
temporal proximity high score 100 Core $345,559 in contributions landed within 30 days of 120 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:57:G000594 Vote near contribution window House roll call #57 congress_votes congress_house:119:2:55:G000594 Vote near contribution window House roll call #55 congress_votes congress_house:119:2:54:G000594 Vote near contribution window House roll call #54 congress_votes congress_house:119:2:58:G000594 Vote near contribution window House roll call #58 congress_votes congress_house:119:2:56:G000594
multi registrant bill pressure high score 80 Under review 14 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:G000594 Vote on bill with coordinated lobbying pressure House roll call #673 congress_votes congress_house:118:1:672:G000594 Vote on bill with coordinated lobbying pressure House roll call #672 congress_votes congress_house:118:1:723:G000594 Vote on bill with coordinated lobbying pressure House roll call #723
vote deviation medium score 72 Under review $82,744 in contributions came from Government Operations, Finance & Banking — areas with no matching votes. votes appear in Transportation, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411453108 Contribution row used in funding profile FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411453395 Contribution row used in funding profile FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411453109 Contribution row used in funding profile FEC receipt 40306202…
lobby donate overlap medium score 52 Requires context Lobby-donate overlap: 4 client-employer overlaps and 8 dual-path registrants — $10,800 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411453348 Contribution from convergent employer FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411453143 Contribution from convergent employer FEC receipt 40306202… fec_contributions fec_contribution:sub:4031620261423591142 Contribution from convergent employer FEC receipt 40316202… fec_contributions fec_contribution:sub:4031620261423591358 Contribution from convergent employer FEC receipt 40316202…
outside spend spike low score 52 Core $417,569 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4032420261425260324 Outside spending row FEC expenditure 40324202… fec_independent_expenditures fec_independent_expenditure:sub:4032420261425260011 Outside spending row FEC expenditure 40324202… fec_independent_expenditures fec_independent_expenditure:sub:4022620261359579119 Outside spending row FEC expenditure 40226202… fec_independent_expenditures fec_independent_expenditure:sub:4032420261425260012 Outside spending row FEC expenditure 40324202…
registrant client capture medium score 50 Under review 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).
Source Record Rationale Link lobbying_filings lda:ld2:178319a7-dc7c-4516-892b-911ec2ab1577:0 Lobbying filing from captured registrant LDA filing 178319a7… lobbying_filings lda:ld2:7c651ae4-0a98-48a0-829a-6c1943dd6113:0 Lobbying filing from captured registrant LDA filing 7c651ae4… lobbying_filings lda:ld2:1462f1c5-80f9-4f0f-bbc4-77f8b8445354:0 Lobbying filing from captured registrant LDA filing 1462f1c5…
peer anomaly medium score 48 Core Outlier among House Republican (n=301) on Outside spend ratio — max deviation 2.4 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411453108 Contribution row for feature vector FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411453395 Contribution row for feature vector FEC receipt 40306202…
vote party alignment low score 10 Core Votes with Republicans 99% of the time — 2 breaks from the majority across 186 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:G000594 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:G000594 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:G000594 Scored vote row House roll call #78
Generated by Cooked on July 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.