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 94 Core Outlier among House Republican (n=301) on Outside spend ratio, Funding HHI, Top contributor share — max deviation 4.7 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4022720261359939299 Contribution row for feature vector FEC receipt 40227202… fec_contributions fec_contribution:sub:4022720261359939300 Contribution row for feature vector FEC receipt 40227202…
multi registrant bill pressure high score 80 Under review 16 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:118:2:77:V000135 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:80:V000135 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:78:V000135 Vote on bill with coordinated lobbying pressure House roll call #78
issue overlap medium score 79 Requires context Finance & Banking, Transportation, Trade & Commerce appear in both lobbying filings and campaign contributions — $7,318 in overlapping funding across 150 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4022720261359939300 Contribution in overlapping issue area FEC receipt 40227202… fec_contributions fec_contribution:sub:4022720261359939301 Contribution in overlapping issue area FEC receipt 40227202… fec_contributions fec_contribution:sub:4022720261359939299 Contribution in overlapping issue area FEC receipt 40227202…
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…
outside spend spike low score 47 Core $232,146 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4120420251297239242 Outside spending row FEC expenditure 41204202… fec_independent_expenditures fec_independent_expenditure:sub:4120420251297239238 Outside spending row FEC expenditure 41204202… fec_independent_expenditures fec_independent_expenditure:sub:4031220261421388143 Outside spending row FEC expenditure 40312202… fec_independent_expenditures fec_independent_expenditure:sub:4022520261359187012 Outside spending row FEC expenditure 40225202…
temporal proximity medium score 22 Core $21,618 in contributions landed within 30 days of 48 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:33:V000135 Vote near contribution window House roll call #33 congress_votes congress_house:119:2:32:V000135 Vote near contribution window House roll call #32 congress_votes congress_house:119:2:31:V000135 Vote near contribution window House roll call #31 congress_votes congress_house:119:2:2:V000135 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:30:V000135
funding concentration hhi medium score 20 Core James Hummer accounts for 32% of contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4022720261359939415 Top contributor row FEC receipt 40227202… fec_contributions fec_contribution:sub:4022720261359939571 Top contributor row FEC receipt 40227202… fec_contributions fec_contribution:sub:4022720261359939785 Top contributor row FEC receipt 40227202…
vote party alignment low score 12 Core Votes with Republicans 96% of the time — 12 breaks from the majority across 271 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:78:V000135 Scored vote row House roll call #78 congress_votes congress_house:118:2:77:V000135 Scored vote row House roll call #77 congress_votes congress_house:118:2:79:V000135 Scored vote row House roll call #79
lobby donate overlap low score 10 Requires context Lobby-donate overlap: 1 client-employer overlap and 1 dual-path registrant — $1,018 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4022720261359939532 Contribution from convergent employer FEC receipt 40227202… fec_contributions fec_contribution:sub:4022720261359939531 Contribution from convergent employer FEC receipt 40227202… lda_203_contributions lda:ld203:e921abe3-6f0d-43a5-bc8c-67e31cc8bfb6 LD-203 contribution from dual-path registrant LD-203 filing e921abe3… lobbying_filings lda:ld2:fa780105-830b-4a00-ade8-27bde3680914:0 Lobbying filing from dual-path registrant
vote deviation medium score 10 Under review votes appear in Technology & Communications, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4022720261359939300 Contribution row used in funding profile FEC receipt 40227202… fec_contributions fec_contribution:sub:4022720261359939299 Contribution row used in funding profile FEC receipt 40227202… fec_contributions fec_contribution:sub:4022720261359939301 Contribution row used in funding profile FEC receipt 40227202…
Generated by Cooked on July 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.