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 Trade & Commerce, Government Operations, Finance & Banking appear in both lobbying filings and campaign contributions — $14,387 in overlapping funding across 294 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411460090 Contribution in overlapping issue area FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411460069 Contribution in overlapping issue area FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411460064 Contribution in overlapping issue area FEC receipt 40306202…
temporal proximity high score 100 Core $169,415 in contributions landed within 30 days of 81 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:10:P000605 Vote near contribution window House roll call #10 congress_votes congress_house:119:2:3:P000605 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:4:P000605 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:1:P000605 Vote near contribution window House roll call #1 congress_votes congress_house:119:2:2:P000605
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:118:2:80:P000605 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:78:P000605 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:77:P000605 Vote on bill with coordinated lobbying pressure House roll call #77
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:ld2:7c651ae4-0a98-48a0-829a-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… lobbying_filings lda:ld2:178319a7-dc7c-4516-892b-911ec2ab1577:0 Lobbying filing from captured registrant LDA filing 178319a7…
peer anomaly medium score 46 Core Outlier among House Republican (n=301) on Outside spend ratio — max deviation 2.3 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411460069 Contribution row for feature vector FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411460064 Contribution row for feature vector FEC receipt 40306202…
vote party alignment medium score 45 Core Votes with Republicans 85% of the time — 51 breaks from the majority across 334 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:78:P000605 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:P000605 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:P000605 Scored vote row House roll call #77
outside spend spike low score 44 Core $155,679 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4032420261425260001 Outside spending row FEC expenditure 40324202… fec_independent_expenditures fec_independent_expenditure:sub:4032420261425260178 Outside spending row FEC expenditure 40324202… fec_independent_expenditures fec_independent_expenditure:sub:4032320261425060088 Outside spending row FEC expenditure 40323202… fec_independent_expenditures fec_independent_expenditure:sub:4031820261424465014 Outside spending row FEC expenditure 40318202…
bipartisan defection cluster high score 33 Requires context Voted against party majority alongside cross-party defectors in 22 roll calls.
Source Record Rationale Link congress_votes congress_house:119:2:228:P000605 Bipartisan defection vote House roll call #228 congress_votes congress_house:117:2:538:P000605 Bipartisan defection vote House roll call #538 congress_votes congress_house:118:1:723:P000605 Bipartisan defection vote House roll call #723
vote deviation medium score 22 Under review $3,113 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:4030620261411460069 Contribution row used in funding profile FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411460090 Contribution row used in funding profile FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411460064 Contribution row used in funding profile FEC receipt 40306202…
lobby donate overlap low score 16 Requires context Lobby-donate overlap: 2 client-employer overlaps — $405 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411458770 Contribution from convergent employer FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411458180 Contribution from convergent employer FEC receipt 40306202…
Generated by Cooked on July 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.