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 Agriculture & Food, Technology & Communications, Healthcare appear in both lobbying filings and campaign contributions — $36,507 in overlapping funding across 375 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030920261411586427 Contribution in overlapping issue area FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411586357 Contribution in overlapping issue area FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411586378 Contribution in overlapping issue area FEC receipt 40309202…
temporal proximity high score 100 Core $166,832 in contributions landed within 30 days of 81 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:316:M001184 Vote near contribution window House roll call #316 congress_votes congress_house:119:1:317:M001184 Vote near contribution window House roll call #317 congress_votes congress_house:119:1:328:M001184 Vote near contribution window House roll call #328 congress_votes congress_house:119:1:326:M001184 Vote near contribution window House roll call #326 congress_votes
peer anomaly medium score 100 Core Outlier among House Republican (n=301) on Outside spend ratio — max deviation 5.1 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030920261411586357 Contribution row for feature vector FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411586378 Contribution row for feature vector FEC receipt 40309202…
multi registrant bill pressure high score 80 Under review 18 voted bills had coordinated lobbying pressure — Expanding Access to Capital Act of 2023, Save Our Seas 2.0 Amendments Act, Department of Education Appropriations Act, 2024 were lobbied by up to 434 independent firms.
Source Record Rationale Link congress_votes congress_house:118:2:78:M001184 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:77:M001184 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:80:M001184 Vote on bill with coordinated lobbying pressure House roll call #80
outside spend spike high score 80 Core $9,884,499 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4030420261386457180 Outside spending row FEC expenditure 40304202… fec_independent_expenditures fec_independent_expenditure:sub:4080620251215560010 Outside spending row FEC expenditure 40806202… fec_independent_expenditures fec_independent_expenditure:sub:4080620251215560011 Outside spending row FEC expenditure 40806202… fec_independent_expenditures fec_independent_expenditure:sub:4080620251215560009 Outside spending row FEC expenditure 40806202…
vote party alignment high score 75 Core Votes with Republicans 75% of the time — 79 breaks from the majority across 317 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:78:M001184 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:M001184 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:M001184 Scored vote row House roll call #77
bipartisan defection cluster high score 56 Requires context Voted against party majority alongside cross-party defectors in 38 roll calls.
Source Record Rationale Link congress_votes congress_house:118:1:721:M001184 Bipartisan defection vote House roll call #721 congress_votes congress_house:118:1:723:M001184 Bipartisan defection vote House roll call #723 congress_votes congress_house:118:1:697:M001184 Bipartisan defection vote House roll call #697
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:ld2:1462f1c5-80f9-4f0f-bbc4-77f8b8445354:0 Lobbying filing from captured registrant LDA filing 1462f1c5… lobbying_filings lda:ld2:7c651ae4-0a98-48a0-829a-6c1943dd6113:0 Lobbying filing from captured registrant LDA filing 7c651ae4…
lobby donate overlap medium score 50 Requires context Lobby-donate overlap: 10 client-employer overlaps and 2 dual-path registrants — $3,080 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030920261411586254 Contribution from convergent employer FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411585960 Contribution from convergent employer FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411586088 Contribution from convergent employer FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411586192 Contribution from convergent employer FEC receipt 40309202…
vote deviation medium score 10 Under review $2,985 in contributions came from Government Operations — areas with no matching votes. votes appear in Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030920261411586357 Contribution row used in funding profile FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411586378 Contribution row used in funding profile FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411586427 Contribution row used in funding profile FEC receipt 40309202…
Generated by Cooked on July 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.