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.
issue overlap medium score 100 Requires context Government Operations, Education, Labor & Employment appear in both lobbying filings and campaign contributions — $41,844 in overlapping funding across 212 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030520261411252955 Contribution in overlapping issue area FEC receipt 40305202… fec_contributions fec_contribution:sub:4031720261423887366 Contribution in overlapping issue area FEC receipt 40317202… fec_contributions fec_contribution:sub:4030520261411253119 Contribution in overlapping issue area FEC receipt 40305202…
temporal proximity high score 100 Core $157,385 in contributions landed within 30 days of 122 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:4:S001225 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:1:S001225 Vote near contribution window House roll call #1 congress_votes congress_house:119:2:3:S001225 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:10:S001225 Vote near contribution window House roll call #10 congress_votes congress_house:119:2:2:S001225
pre vote surge high score 96 Requires context $40,606 in contributions in the 14 days before a vote on "Call of the House" (Tue Jan 06 2026 00:00:00 GMT+0000 (Coordinated Universal Time)) — 6.4x the baseline daily rate.
Source Record Rationale Link congress_votes congress_house:119:2:1:S001225 Vote with pre-vote contribution surge House roll call #1 fec_contributions fec_contribution:sub:4030520261411252797 Contribution in pre-vote surge window FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411252874 Contribution in pre-vote surge window FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411252887 Contribution in pre-vote surge window FEC receipt 40305202…
multi registrant bill pressure high score 80 Under review 15 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:S001225 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:77:S001225 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:78:S001225 Vote on bill with coordinated lobbying pressure House roll call #78
post vote reward high score 80 Requires context $72,321 in contributions in the 30 days after a vote on "On Passage" (Wed Dec 17 2025 00:00:00 GMT+0000 (Coordinated Universal Time)) — 5.3x the baseline daily rate.
Source Record Rationale Link congress_votes congress_house:119:1:347:S001225 Vote with post-vote contribution reward House roll call #347 fec_contributions fec_contribution:sub:4030520261411252789 Contribution in post-vote reward window FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411252696 Contribution in post-vote reward window FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411253115 Contribution in post-vote reward window FEC receipt 40305202…
vote deviation medium score 72 Under review $30,219 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:4030520261411253119 Contribution row used in funding profile FEC receipt 40305202… fec_contributions fec_contribution:sub:4031720261423887366 Contribution row used in funding profile FEC receipt 40317202… fec_contributions fec_contribution:sub:4030520261411252955 Contribution row used in funding profile FEC receipt 40305202…
lobby donate overlap medium score 51 Requires context Lobby-donate overlap: 4 client-employer overlaps and 5 dual-path registrants — $7,350 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030520261411252687 Contribution from convergent employer FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411253394 Contribution from convergent employer FEC receipt 40305202… fec_contributions fec_contribution:sub:4031720261423887458 Contribution from convergent employer FEC receipt 40317202… fec_contributions fec_contribution:sub:4031720261423887856 Contribution from convergent employer FEC receipt 40317202…
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:ld2:1462f1c5-80f9-4f0f-bbc4-77f8b8445354:0 Lobbying filing from captured registrant LDA filing 1462f1c5… lobbying_filings lda:ld2:7c651ae4-0a98-48a0-829a-6c1943dd6113:3 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…
outside spend spike low score 10 Core $157 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4071820251209454102 Outside spending row FEC expenditure 40718202… fec_independent_expenditures fec_independent_expenditure:sub:4061820251206123017 Outside spending row FEC expenditure 40618202… fec_independent_expenditures fec_independent_expenditure:sub:4032420261425260037 Outside spending row FEC expenditure 40324202… fec_independent_expenditures fec_independent_expenditure:sub:4071820251209454097 Outside spending row FEC expenditure 40718202…
vote party alignment low score 10 Core Votes with Democrats 97% of the time — 7 breaks from the majority across 206 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:78:S001225 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:S001225 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:S001225 Scored vote row House roll call #77
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.