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.
peer anomaly high score 100 Core Outlier among House Republican (n=300) on Top contributor share, Funding HHI — max deviation 5.2 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030920261411597867 Contribution row for feature vector FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411597770 Contribution row for feature vector FEC receipt 40309202…
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:118:2:80:H001052 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:77:H001052 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:78:H001052 Vote on bill with coordinated lobbying pressure House roll call #78
issue overlap medium score 61 Requires context Finance & Banking, Trade & Commerce, Government Operations appear in both lobbying filings and campaign contributions — $2,525 in overlapping funding across 148 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030920261411598108 Contribution in overlapping issue area FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411597770 Contribution in overlapping issue area FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411597867 Contribution in overlapping issue area FEC receipt 40309202…
vote deviation medium score 59 Under review $1,500 in contributions came from Trade & Commerce, Government Operations — areas with no matching votes. votes appear in Technology & Communications, Transportation without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030920261411597770 Contribution row used in funding profile FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411597867 Contribution row used in funding profile FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411598108 Contribution row used in funding profile FEC receipt 40309202…
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…
vote party alignment medium score 36 Core Votes with Republicans 88% of the time — 27 breaks from the majority across 232 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:H001052 Scored vote row House roll call #79 congress_votes congress_house:118:2:78:H001052 Scored vote row House roll call #78 congress_votes congress_house:118:2:77:H001052 Scored vote row House roll call #77
lobby donate overlap medium score 32 Requires context Lobby-donate overlap: 3 dual-path registrants — $10,500 in overlapping contributions.
Source Record Rationale Link lda_203_contributions lda:ld203:27b49e28-a0eb-444d-a31e-f37fdd0a5dc8 LD-203 contribution from dual-path registrant LD-203 filing 27b49e28… lda_203_contributions lda:ld203:b8b68ca7-504e-44e0-affd-0dbb00942158 LD-203 contribution from dual-path registrant LD-203 filing b8b68ca7… lda_203_contributions lda:ld203:e306c5d0-c39c-482c-9c01-e1e38d040da7 LD-203 contribution from dual-path registrant LD-203 filing e306c5d0… lobbying_filings
bipartisan defection cluster medium score 30 Requires context Voted against party majority alongside cross-party defectors in 11 roll calls.
Source Record Rationale Link congress_votes congress_house:118:1:723:H001052 Bipartisan defection vote House roll call #723 congress_votes congress_house:119:2:142:H001052 Bipartisan defection vote House roll call #142 congress_votes congress_house:119:2:138:H001052 Bipartisan defection vote House roll call #138
funding concentration hhi high score 28 Core Kim Hammond accounts for 51% of contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030920261411597853 Top contributor row FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411597526 Top contributor row FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411597929 Top contributor row FEC receipt 40309202…
temporal proximity medium score 13 Core $12,806 in contributions landed within 30 days of 65 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:2:H001052 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:10:H001052 Vote near contribution window House roll call #10 congress_votes congress_house:119:2:5:H001052 Vote near contribution window House roll call #5 congress_votes congress_house:119:2:4:H001052 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:3:H001052
outside spend spike low score 10 Core $1,074 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4032520251181378053 Outside spending row FEC expenditure 40325202… fec_independent_expenditures fec_independent_expenditure:sub:4051920251203029016 Outside spending row FEC expenditure 40519202… fec_independent_expenditures fec_independent_expenditure:sub:4052020251203294061 Outside spending row FEC expenditure 40520202… fec_independent_expenditures fec_independent_expenditure:sub:4051920251203029013 Outside spending row FEC expenditure 40519202…
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.