Data Coverage votes: complete lobbying: missing bill linkage: partial finance receipts: complete finance spending: exhausted independent expenditures: complete
Profile completeness: 58%
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. FEC spending/disbursements returned no records after repeated attempts. Unavailable Data The following data sources were not available for this politician: Lobbying disclosure (LD-2) filings.
temporal proximity high score 100 Core $211,155 in contributions landed within 30 days of 65 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:2:M001212 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:10:M001212 Vote near contribution window House roll call #10 congress_votes congress_house:119:2:3:M001212 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:5:M001212 Vote near contribution window House roll call #5 congress_votes congress_house:119:2:4:M001212 Vote near contribution window House roll call #4 fec_contributions fec_contribution:sub:4030220261360496530 Contribution near vote
issue overlap medium score 100 Requires context Trade & Commerce, Agriculture & Food, Finance & Banking appear in both lobbying filings and campaign contributions — $29,600 in overlapping funding across 229 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030220261360496315 Contribution in overlapping issue area FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360496530 Contribution in overlapping issue area FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360496336 Contribution in overlapping issue area 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:M001212 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:80:M001212 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:77:M001212 Vote on bill with coordinated lobbying pressure House roll call #77
lobby donate overlap medium score 51 Requires context Lobby-donate overlap: 8 dual-path registrants — $4,205 in overlapping contributions.
Source Record Rationale Link lda_203_contributions lda:ld203:c3c4a309-23fd-44c6-bd7f-cda6a3077462 LD-203 contribution from dual-path registrant LD-203 filing c3c4a309… lda_203_contributions lda:ld203:ba6470c0-8ad6-42b8-bc06-047ea3fef5d5 LD-203 contribution from dual-path registrant LD-203 filing ba6470c0… lda_203_contributions lda:ld203:15745cc0-9fa5-4171-8856-4294eba74a6b LD-203 contribution from dual-path registrant LD-203 filing 15745cc0… lobbying_filings lda:ld2:d327119d-2fc5-4674-9950-f024177bb847:1
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:ld2:8c8724d0-9648-4e29-831d-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… lobbying_filings lda:ld2:1462f1c5-80f9-4f0f-bbc4-77f8b8445354:0 Lobbying filing from captured registrant LDA filing 1462f1c5…
vote deviation medium score 45 Under review $13,250 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:4030220261360496530 Contribution row used in funding profile FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360496336 Contribution row used in funding profile FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360496315 Contribution row used in funding profile FEC receipt 40302202…
outside spend spike low score 38 Core $75,861 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4032520251181378020 Outside spending row FEC expenditure 40325202… fec_independent_expenditures fec_independent_expenditure:sub:4062020251206437026 Outside spending row FEC expenditure 40620202… fec_independent_expenditures fec_independent_expenditure:sub:4052020251203294035 Outside spending row FEC expenditure 40520202… fec_independent_expenditures fec_independent_expenditure:sub:4062020251206437057 Outside spending row FEC expenditure 40620202…
contribution outlier medium score 30 Core John Thomas gave $14,000 — 1.8× the typical top donor.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030220261360496516 Outlier contributor row FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360496515 Outlier contributor row FEC receipt 40302202…
bipartisan defection cluster medium score 21 Requires context Voted against party majority alongside cross-party defectors in 7 roll calls.
Source Record Rationale Link congress_votes congress_house:117:2:538:M001212 Bipartisan defection vote House roll call #538 congress_votes congress_house:119:2:88:M001212 Bipartisan defection vote House roll call #88 congress_votes congress_house:118:1:723:M001212 Bipartisan defection vote House roll call #723
vote party alignment low score 18 Core Votes with Republicans 94% of the time — 15 breaks from the majority across 242 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:M001212 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:M001212 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:M001212 Scored vote row House roll call #78
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.