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, Trade & Commerce, Healthcare appear in both lobbying filings and campaign contributions — $90,417 in overlapping funding across 177 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030420261386066305 Contribution in overlapping issue area FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386066161 Contribution in overlapping issue area FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386066449 Contribution in overlapping issue area FEC receipt 40304202…
temporal proximity high score 100 Core $322,477 in contributions landed within 30 days of 81 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:348:E000300 Vote near contribution window House roll call #348 congress_votes congress_house:119:1:349:E000300 Vote near contribution window House roll call #349 congress_votes congress_house:119:1:350:E000300 Vote near contribution window House roll call #350 congress_votes congress_house:119:1:347:E000300 Vote near contribution window House roll call #347 congress_votes
multi registrant bill pressure high score 80 Under review 12 voted bills had coordinated lobbying pressure — 21st Century ROAD to Housing Act, SCREEN Act, TRIA Program Reauthorization Act of 2026 were lobbied by up to 400 independent firms.
Source Record Rationale Link congress_votes congress_house:119:2:228:E000300 Vote on bill with coordinated lobbying pressure House roll call #228 congress_votes congress_house:119:2:224:E000300 Vote on bill with coordinated lobbying pressure House roll call #224 congress_votes congress_house:119:2:57:E000300 Vote on bill with coordinated lobbying pressure House roll call #57
lobby donate overlap medium score 53 Requires context Lobby-donate overlap: 7 client-employer overlaps and 3 dual-path registrants — $18,710 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030420261386066688 Contribution from convergent employer FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386067086 Contribution from convergent employer FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386066173 Contribution from convergent employer FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386066174 Contribution from convergent employer FEC receipt 40304202…
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:ld2:1462f1c5-80f9-4f0f-bbc4-77f8b8445354:0 Lobbying filing from captured registrant LDA filing 1462f1c5… lobbying_filings lda:ld2:8c8724d0-9648-4e29-831d-000f190e0685:1 Lobbying filing from captured registrant LDA filing 8c8724d0… lobbying_filings lda:ld2:8c8724d0-9648-4e29-831d-000f190e0685:0 Lobbying filing from captured registrant LDA filing 8c8724d0…
outside spend spike low score 49 Core $291,223 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4011320261301496036 Outside spending row FEC expenditure 40113202… fec_independent_expenditures fec_independent_expenditure:sub:4091520251291158004 Outside spending row FEC expenditure 40915202… fec_independent_expenditures fec_independent_expenditure:sub:4082220251219296003 Outside spending row FEC expenditure 40822202… fec_independent_expenditures fec_independent_expenditure:sub:4082220251219296001 Outside spending row FEC expenditure 40822202…
peer anomaly medium score 44 Core Outlier among House Republican (n=301) on Outside spend ratio — max deviation 2.2 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030420261386066305 Contribution row for feature vector FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386066161 Contribution row for feature vector FEC receipt 40304202…
shared donor cohort medium score 30 Requires context Shares 30% employer-donor overlap with Zachary Nunn.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030420261386066895 Contribution from shared employer FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386066983 Contribution from shared employer FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386066305 Contribution from shared employer FEC receipt 40304202…
vote party alignment low score 12 Core Votes with Republicans 96% of the time — 11 breaks from the majority across 269 roll calls.
Source Record Rationale Link congress_votes congress_house:119:1:347:E000300 Scored vote row House roll call #347 congress_votes congress_house:119:1:348:E000300 Scored vote row House roll call #348 congress_votes congress_house:119:1:349:E000300 Scored vote row House roll call #349
vote deviation medium score 10 Under review $5,274 in contributions came from Government Operations — areas with no matching votes. votes appear in Social Policy, Defense & Security without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030420261386066305 Contribution row used in funding profile FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386066449 Contribution row used in funding profile FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386066161 Contribution row used in funding profile FEC receipt 40304202…
Generated by Cooked on July 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.