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 $154,843 in contributions landed within 30 days of 81 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:310:M000317 Vote near contribution window House roll call #310 congress_votes congress_house:119:1:313:M000317 Vote near contribution window House roll call #313 congress_votes congress_house:119:1:311:M000317 Vote near contribution window House roll call #311 congress_votes congress_house:119:1:312:M000317 Vote near contribution window House roll call #312 congress_votes congress_house:119:1:309:M000317 Vote near contribution window House roll call #309 fec_contributions fec_contribution:sub:4031220261421100729
issue overlap medium score 100 Requires context Finance & Banking, Trade & Commerce, Government Operations appear in both lobbying filings and campaign contributions — $77,669 in overlapping funding across 306 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031220261421101060 Contribution in overlapping issue area FEC receipt 40312202… fec_contributions fec_contribution:sub:4031220261421101095 Contribution in overlapping issue area FEC receipt 40312202… fec_contributions fec_contribution:sub:4031220261421101036 Contribution in overlapping issue area FEC receipt 40312202…
multi registrant bill pressure high score 80 Under review 18 voted bills had coordinated lobbying pressure — Department of Education Appropriations Act, 2024, Military Construction Authorization Act for Fiscal Year 2024, Standardizing Permitting and Expediting Economic Development Act were lobbied by up to 434 independent firms.
Source Record Rationale Link congress_votes congress_house:118:1:723:M000317 Vote on bill with coordinated lobbying pressure House roll call #723 congress_votes congress_house:118:1:672:M000317 Vote on bill with coordinated lobbying pressure House roll call #672 congress_votes congress_house:118:1:673:M000317 Vote on bill with coordinated lobbying pressure House roll call #673
lobby donate overlap medium score 53 Requires context Lobby-donate overlap: 4 client-employer overlaps and 5 dual-path registrants — $17,154 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031220261421100980 Contribution from convergent employer FEC receipt 40312202… fec_contributions fec_contribution:sub:4010920261300732255 Contribution from convergent employer FEC receipt 40109202… fec_contributions fec_contribution:sub:4031220261421100755 Contribution from convergent employer FEC receipt 40312202… fec_contributions fec_contribution:sub:4031220261421101303 Contribution from convergent employer FEC receipt 40312202…
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:ld2:178319a7-dc7c-4516-892b-911ec2ab1577:0 Lobbying filing from captured registrant LDA filing 178319a7… lobbying_filings lda:ld2:1462f1c5-80f9-4f0f-bbc4-77f8b8445354:0 Lobbying filing from captured registrant LDA filing 1462f1c5…
vote deviation medium score 17 Under review $13,357 in contributions came from Government Operations — areas with no matching votes. votes appear in Social Policy, Defense & Security without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031220261421101036 Contribution row used in funding profile FEC receipt 40312202… fec_contributions fec_contribution:sub:4031220261421101095 Contribution row used in funding profile FEC receipt 40312202… fec_contributions fec_contribution:sub:4031220261421101060 Contribution row used in funding profile FEC receipt 40312202…
vote party alignment low score 12 Core Votes with Republicans 96% of the time — 14 breaks from the majority across 331 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:M000317 Scored vote row House roll call #79 congress_votes congress_house:118:2:78:M000317 Scored vote row House roll call #78 congress_votes congress_house:118:2:77:M000317 Scored vote row House roll call #77
outside spend spike low score 11 Core $3,450 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4073120251213006015 Outside spending row FEC expenditure 40731202…
Generated by Cooked on July 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.