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, Finance & Banking, Agriculture & Food appear in both lobbying filings and campaign contributions — $29,800 in overlapping funding across 335 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4081220251215955454 Contribution in overlapping issue area FEC receipt 40812202… fec_contributions fec_contribution:sub:4081220251215955457 Contribution in overlapping issue area FEC receipt 40812202… fec_contributions fec_contribution:sub:4081220251215955406 Contribution in overlapping issue area FEC receipt 40812202…
pre vote surge high score 92 Requires context $21,128 in contributions in the 14 days before a vote on "On Passage" (Wed Dec 17 2025 00:00:00 GMT+0000 (Coordinated Universal Time)) — 6.1x the baseline daily rate.
Source Record Rationale Link congress_votes congress_house:119:1:347:H000874 Vote with pre-vote contribution surge House roll call #347 fec_contributions fec_contribution:sub:4031020261420565945 Contribution in pre-vote surge window FEC receipt 40310202… fec_contributions fec_contribution:sub:4031020261420565957 Contribution in pre-vote surge window FEC receipt 40310202… fec_contributions fec_contribution:sub:4031020261420565952 Contribution in pre-vote surge window FEC receipt 40310202…
temporal proximity high score 84 Core $84,258 in contributions landed within 30 days of 86 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:189:H000874 Vote near contribution window House roll call #189 congress_votes congress_house:119:1:186:H000874 Vote near contribution window House roll call #186 congress_votes congress_house:119:1:347:H000874 Vote near contribution window House roll call #347 congress_votes congress_house:119:1:187:H000874 Vote near contribution window House roll call #187 congress_votes
multi registrant bill pressure high score 80 Under review 20 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:H000874 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:78:H000874 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:77:H000874 Vote on bill with coordinated lobbying pressure House roll call #77
post vote reward medium score 68 Requires context $33,628 in contributions in the 30 days after a vote on "On Agreeing to the Resolution" (Tue Dec 02 2025 00:00:00 GMT+0000 (Coordinated Universal Time)) — 4.5x the baseline daily rate.
Source Record Rationale Link congress_votes congress_house:119:1:309:H000874 Vote with post-vote contribution reward House roll call #309 fec_contributions fec_contribution:sub:4031020261420565952 Contribution in post-vote reward window FEC receipt 40310202… fec_contributions fec_contribution:sub:4031020261420565957 Contribution in post-vote reward window FEC receipt 40310202… fec_contributions fec_contribution:sub:4031020261420565945 Contribution in post-vote reward window FEC receipt 40310202…
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…
lobby donate overlap medium score 41 Requires context Lobby-donate overlap: 2 client-employer overlaps and 4 dual-path registrants — $7,570 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4042420251186597554 Contribution from convergent employer FEC receipt 40424202… fec_contributions fec_contribution:sub:4081220251215955426 Contribution from convergent employer FEC receipt 40812202… lda_203_contributions lda:ld203:2ff55248-0cc1-4111-9c47-cf5487eafc54 LD-203 contribution from dual-path registrant LD-203 filing 2ff55248… lda_203_contributions lda:ld203:6baabf87-f6d0-4e1b-ae84-6ffdab95ab7c
vote deviation medium score 41 Under review $12,250 in contributions came from Government Operations — areas with no matching votes. votes appear in Transportation, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4081220251215955457 Contribution row used in funding profile FEC receipt 40812202… fec_contributions fec_contribution:sub:4081220251215955406 Contribution row used in funding profile FEC receipt 40812202… fec_contributions fec_contribution:sub:4081220251215955454 Contribution row used in funding profile FEC receipt 40812202…
bipartisan defection cluster medium score 18 Requires context Voted against party majority alongside cross-party defectors in 6 roll calls.
Source Record Rationale Link congress_votes congress_house:118:1:721:H000874 Bipartisan defection vote House roll call #721 congress_votes congress_house:119:2:171:H000874 Bipartisan defection vote House roll call #171 congress_votes congress_house:119:2:232:H000874 Bipartisan defection vote House roll call #232
outside spend spike low score 10 Core $2,470 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4081420251218374553 Outside spending row FEC expenditure 40814202… fec_independent_expenditures fec_independent_expenditure:sub:4081420251218374554 Outside spending row FEC expenditure 40814202…
vote party alignment low score 10 Core Votes with Democrats 98% of the time — 8 breaks from the majority across 329 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:H000874 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:H000874 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:H000874 Scored vote row House roll call #78
Generated by Cooked on July 8, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.