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 Trade & Commerce, Government Operations, Finance & Banking appear in both lobbying filings and campaign contributions — $166,634 in overlapping funding across 283 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4042320251186215167 Contribution in overlapping issue area FEC receipt 40423202… fec_contributions fec_contribution:sub:4042320251186215169 Contribution in overlapping issue area FEC receipt 40423202… fec_contributions fec_contribution:sub:4012720261303856921 Contribution in overlapping issue area FEC receipt 40127202…
temporal proximity high score 100 Core $114,334 in contributions landed within 30 days of 69 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:3:C001110 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:5:C001110 Vote near contribution window House roll call #5 congress_votes congress_house:119:2:4:C001110 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:2:C001110 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:10:C001110
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:118:2:77:C001110 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:78:C001110 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:80:C001110 Vote on bill with coordinated lobbying pressure House roll call #80
vote deviation medium score 71 Under review $119,000 in contributions came from Trade & Commerce, Government Operations — areas with no matching votes. votes appear in Social Policy, Education without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4042320251186215169 Contribution row used in funding profile FEC receipt 40423202… fec_contributions fec_contribution:sub:4012720261303856921 Contribution row used in funding profile FEC receipt 40127202… fec_contributions fec_contribution:sub:4042320251186215167 Contribution row used in funding profile FEC receipt 40423202…
contribution velocity spike high score 61 Requires context Contribution spike detected: $87,834 in a 30-day window (Tue Dec 02 2025 00:00:00 GMT+0000 (Coordinated Universal Time) to Wed Dec 31 2025 00:00:00 GMT+0000 (Coordinated Universal Time)), 3.1 sigma above the baseline average of $36,136.
Source Record Rationale Link fec_contributions fec_contribution:sub:4012720261303856860 Contribution in peak velocity window FEC receipt 40127202… fec_contributions fec_contribution:sub:4012720261303856839 Contribution in peak velocity window FEC receipt 40127202… fec_contributions fec_contribution:sub:4012720261303856827 Contribution in peak velocity window FEC receipt 40127202… fec_contributions fec_contribution:sub:4012720261303856828 Contribution in peak velocity window
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-6c1943dd6113:3 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…
pre vote surge medium score 48 Requires context $48,334 in contributions in the 14 days before a vote on "On Ordering the Previous Question" (Wed Jan 07 2026 00:00:00 GMT+0000 (Coordinated Universal Time)) — 3.2x the baseline daily rate.
Source Record Rationale Link congress_votes congress_house:119:2:2:C001110 Vote with pre-vote contribution surge House roll call #2 fec_contributions fec_contribution:sub:4012720261303856830 Contribution in pre-vote surge window FEC receipt 40127202… fec_contributions fec_contribution:sub:4012720261303856819 Contribution in pre-vote surge window FEC receipt 40127202… fec_contributions fec_contribution:sub:4012720261303856824 Contribution in pre-vote surge window FEC receipt 40127202…
vote party alignment low score 15 Core Votes with Democrats 95% of the time — 12 breaks from the majority across 236 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:C001110 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:C001110 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:C001110 Scored vote row House roll call #78
bipartisan defection cluster medium score 15 Requires context Voted against party majority alongside cross-party defectors in 5 roll calls.
Source Record Rationale Link congress_votes congress_house:119:2:64:C001110 Bipartisan defection vote House roll call #64 congress_votes congress_house:119:2:155:C001110 Bipartisan defection vote House roll call #155 congress_votes congress_house:119:2:136:C001110 Bipartisan defection vote House roll call #136
lobby donate overlap low score 11 Requires context Lobby-donate overlap: 1 client-employer overlap and 1 dual-path registrant — $3,500 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4112420251294574532 Contribution from convergent employer FEC receipt 41124202… lda_203_contributions lda:ld203:feff2d14-fa7a-4ed6-9839-f094661b2b03 LD-203 contribution from dual-path registrant LD-203 filing feff2d14… lobbying_filings lda:ld2:1f6eae6c-8f5a-42a9-924c-eed4c67340ac:2 Lobbying filing from dual-path registrant LDA filing 1f6eae6c… lobbying_filings lda:ld2:1f6eae6c-8f5a-42a9-924c-eed4c67340ac:0 Lobbying filing from dual-path registrant
outside spend spike low score 10 Core $14 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4081520251218425774 Outside spending row FEC expenditure 40815202… fec_independent_expenditures fec_independent_expenditure:sub:4081520251218425756 Outside spending row FEC expenditure 40815202… fec_independent_expenditures fec_independent_expenditure:sub:4081520251218425762 Outside spending row FEC expenditure 40815202… fec_independent_expenditures fec_independent_expenditure:sub:4081520251218425780 Outside spending row FEC expenditure 40815202…
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.