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.
temporal proximity high score 100 Core $128,321 in contributions landed within 30 days of 48 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:5:K000397 Vote near contribution window House roll call #5 congress_votes congress_house:119:2:3:K000397 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:2:K000397 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:10:K000397 Vote near contribution window House roll call #10 congress_votes congress_house:119:2:4:K000397 Vote near contribution window House roll call #4 fec_contributions fec_contribution:sub:4030220261360825694 Contribution near vote
issue overlap medium score 100 Requires context Finance & Banking, Trade & Commerce, Government Operations appear in both lobbying filings and campaign contributions — $41,074 in overlapping funding across 238 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030220261360825692 Contribution in overlapping issue area FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360825696 Contribution in overlapping issue area FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360825694 Contribution in overlapping issue area FEC receipt 40302202…
peer anomaly medium score 90 Core Outlier among House Republican (n=300) on Outside spend ratio — max deviation 4.5 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030220261360825692 Contribution row for feature vector FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360825694 Contribution row for feature vector FEC receipt 40302202…
multi registrant bill pressure high score 80 Under review 17 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:K000397 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:80:K000397 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:77:K000397 Vote on bill with coordinated lobbying pressure House roll call #77
outside spend spike medium score 60 Core $951,997 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4022320261311284008 Outside spending row FEC expenditure 40223202… fec_independent_expenditures fec_independent_expenditure:sub:4030920261412066022 Outside spending row FEC expenditure 40309202… fec_independent_expenditures fec_independent_expenditure:sub:4052420251204093003 Outside spending row FEC expenditure 40524202… fec_independent_expenditures fec_independent_expenditure:sub:4022320261311284007 Outside spending row FEC expenditure 40223202…
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-6c1943dd6113:3 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…
lobby donate overlap medium score 41 Requires context Lobby-donate overlap: 4 dual-path registrants — $3,250 in overlapping contributions.
Source Record Rationale Link lda_203_contributions lda:ld203:19b83b9d-4788-4490-bcb9-52bb2c95bb0a LD-203 contribution from dual-path registrant LD-203 filing 19b83b9d… lda_203_contributions lda:ld203:623e8037-9223-40c2-8316-a9a89df173fd LD-203 contribution from dual-path registrant LD-203 filing 623e8037… lda_203_contributions lda:ld203:e592a306-98a0-4a50-9df1-b1570d86101e LD-203 contribution from dual-path registrant LD-203 filing e592a306… lobbying_filings lda:ld2:176f2fb9-fac0-4ff1-a78b-07ad19c72bdc:0
vote deviation medium score 39 Under review $16,206 in contributions came from Government Operations, Trade & Commerce — areas with no matching votes. votes appear in Social Policy, Taxation without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030220261360825696 Contribution row used in funding profile FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360825694 Contribution row used in funding profile FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360825692 Contribution row used in funding profile FEC receipt 40302202…
vote party alignment low score 10 Core Votes with Republicans 98% of the time — 5 breaks from the majority across 240 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:78:K000397 Scored vote row House roll call #78 congress_votes congress_house:118:2:77:K000397 Scored vote row House roll call #77 congress_votes congress_house:118:2:79:K000397 Scored vote row House roll call #79
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.