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 Energy & Environment, Trade & Commerce, Finance & Banking appear in both lobbying filings and campaign contributions — $1,181 in overlapping funding across 289 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030220261360864656 Contribution in overlapping issue area FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360871251 Contribution in overlapping issue area FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360873298 Contribution in overlapping issue area FEC receipt 40302202…
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:C001132 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:80:C001132 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:77:C001132 Vote on bill with coordinated lobbying pressure House roll call #77
peer anomaly medium score 72 Core Outlier among House Republican (n=301) on Outside spend ratio — max deviation 3.6 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030220261360873298 Contribution row for feature vector FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360871251 Contribution row for feature vector FEC receipt 40302202…
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…
vote party alignment medium score 42 Core Votes with Republicans 86% of the time — 45 breaks from the majority across 328 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:C001132 Scored vote row House roll call #79 congress_votes congress_house:118:2:78:C001132 Scored vote row House roll call #78 congress_votes congress_house:118:2:77:C001132 Scored vote row House roll call #77
bipartisan defection cluster high score 34 Requires context Voted against party majority alongside cross-party defectors in 23 roll calls.
Source Record Rationale Link congress_votes congress_house:118:1:723:C001132 Bipartisan defection vote House roll call #723 congress_votes congress_house:119:2:221:C001132 Bipartisan defection vote House roll call #221 congress_votes congress_house:119:2:286:C001132 Bipartisan defection vote House roll call #286
outside spend spike low score 32 Core $39,721 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4021220261308345221 Outside spending row FEC expenditure 40212202… fec_independent_expenditures fec_independent_expenditure:sub:4022720261359942234 Outside spending row FEC expenditure 40227202… fec_independent_expenditures fec_independent_expenditure:sub:4022020251177631083 Outside spending row FEC expenditure 40220202… fec_independent_expenditures fec_independent_expenditure:sub:4032420261425260173 Outside spending row FEC expenditure 40324202…
lobby donate overlap low score 16 Requires context Lobby-donate overlap: 2 client-employer overlaps — $211 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030220261360896792 Contribution from convergent employer FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360896787 Contribution from convergent employer FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360896776 Contribution from convergent employer FEC receipt 40302202…
temporal proximity medium score 15 Core $15,411 in contributions landed within 30 days of 48 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:31:C001132 Vote near contribution window House roll call #31 congress_votes congress_house:119:2:2:C001132 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:30:C001132 Vote near contribution window House roll call #30 congress_votes congress_house:119:2:33:C001132 Vote near contribution window House roll call #33 congress_votes congress_house:119:2:32:C001132
vote deviation medium score 10 Under review $19 in contributions came from Government Operations — areas with no matching votes. votes appear in Transportation, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030220261360873298 Contribution row used in funding profile FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360871251 Contribution row used in funding profile FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360864656 Contribution row used in funding profile FEC receipt 40302202…
Generated by Cooked on October 22, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.