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 — $22,093 in overlapping funding across 177 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4012620261303626920 Contribution in overlapping issue area FEC receipt 40126202… fec_contributions fec_contribution:sub:4012620261303625394 Contribution in overlapping issue area FEC receipt 40126202… fec_contributions fec_contribution:sub:4012620261303626919 Contribution in overlapping issue area FEC receipt 40126202…
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:4012620261303625394 Contribution row for feature vector FEC receipt 40126202… fec_contributions fec_contribution:sub:4012620261303626919 Contribution row for feature vector FEC receipt 40126202…
temporal proximity high score 97 Core $97,275 in contributions landed within 30 days of 77 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:348:V000139 Vote near contribution window House roll call #348 congress_votes congress_house:119:1:349:V000139 Vote near contribution window House roll call #349 congress_votes congress_house:119:1:350:V000139 Vote near contribution window House roll call #350 congress_votes congress_house:119:1:351:V000139 Vote near contribution window House roll call #351 congress_votes
multi registrant bill pressure high score 80 Under review 14 voted bills had coordinated lobbying pressure — Standardizing Permitting and Expediting Economic Development Act, 21st Century ROAD to Housing Act, SCREEN Act were lobbied by up to 400 independent firms.
Source Record Rationale Link congress_votes congress_house:119:1:353:V000139 Vote on bill with coordinated lobbying pressure House roll call #353 congress_votes congress_house:119:1:352:V000139 Vote on bill with coordinated lobbying pressure House roll call #352 congress_votes congress_house:119:2:224:V000139 Vote on bill with coordinated lobbying pressure House roll call #224
outside spend spike high score 75 Core $5,912,717 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4030420261386457030 Outside spending row FEC expenditure 40304202… fec_independent_expenditures fec_independent_expenditure:sub:4012020261302879140 Outside spending row FEC expenditure 40120202… fec_independent_expenditures fec_independent_expenditure:sub:4022720261359942119 Outside spending row FEC expenditure 40227202… fec_independent_expenditures fec_independent_expenditure:sub:4111920251294044013 Outside spending row FEC expenditure 41119202…
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…
contribution outlier medium score 42 Core Berna Ozlem gave $17,150 — 2.2× the typical top donor.
Source Record Rationale Link fec_contributions fec_contribution:sub:4012620261303627172 Outlier contributor row FEC receipt 40126202… fec_contributions fec_contribution:sub:4012620261303627173 Outlier contributor row FEC receipt 40126202… fec_contributions fec_contribution:sub:4012620261303627174 Outlier contributor row FEC receipt 40126202…
lobby donate overlap low score 18 Requires context Lobby-donate overlap: 2 client-employer overlaps — $10,615 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4012620261303626932 Contribution from convergent employer FEC receipt 40126202… fec_contributions fec_contribution:sub:4012620261303627321 Contribution from convergent employer FEC receipt 40126202… fec_contributions fec_contribution:sub:4012620261303627322 Contribution from convergent employer FEC receipt 40126202… fec_contributions fec_contribution:sub:4012620261303626933 Contribution from convergent employer FEC receipt 40126202…
vote deviation medium score 17 Under review $3,748 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:4012620261303626920 Contribution row used in funding profile FEC receipt 40126202… fec_contributions fec_contribution:sub:4012620261303625394 Contribution row used in funding profile FEC receipt 40126202… fec_contributions fec_contribution:sub:4012620261303626919 Contribution row used in funding profile FEC receipt 40126202…
vote party alignment low score 10 Core Votes with Republicans 100% of the time — 1 break from the majority across 261 roll calls.
Source Record Rationale Link congress_votes congress_house:119:1:348:V000139 Scored vote row House roll call #348 congress_votes congress_house:119:1:347:V000139 Scored vote row House roll call #347 congress_votes congress_house:119:1:349:V000139 Scored vote row House roll call #349
Generated by Cooked on July 8, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.