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, Healthcare, Education appear in both lobbying filings and campaign contributions — $30,243 in overlapping funding across 309 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031020261420549658 Contribution in overlapping issue area FEC receipt 40310202… fec_contributions fec_contribution:sub:4031020261420549697 Contribution in overlapping issue area FEC receipt 40310202… fec_contributions fec_contribution:sub:4031020261420549735 Contribution in overlapping issue area FEC receipt 40310202…
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:D000631 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:80:D000631 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:78:D000631 Vote on bill with coordinated lobbying pressure House roll call #78
vote deviation medium score 57 Under review $17,250 in contributions came from Government Operations, Trade & Commerce — areas with no matching votes. votes appear in Transportation, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031020261420549697 Contribution row used in funding profile FEC receipt 40310202… fec_contributions fec_contribution:sub:4031020261420549735 Contribution row used in funding profile FEC receipt 40310202… fec_contributions fec_contribution:sub:4031020261420549658 Contribution row used in funding profile 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-6c1943dd6113:3 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… lobbying_filings lda:ld2:1462f1c5-80f9-4f0f-bbc4-77f8b8445354:0 Lobbying filing from captured registrant LDA filing 1462f1c5…
temporal proximity medium score 30 Core $29,717 in contributions landed within 30 days of 65 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:347:D000631 Vote near contribution window House roll call #347 congress_votes congress_house:119:1:350:D000631 Vote near contribution window House roll call #350 congress_votes congress_house:119:1:349:D000631 Vote near contribution window House roll call #349 congress_votes congress_house:119:1:351:D000631 Vote near contribution window House roll call #351 congress_votes
lobby donate overlap medium score 30 Requires context Lobby-donate overlap: 1 client-employer overlap and 3 dual-path registrants — $3,100 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031020261420549279 Contribution from convergent employer FEC receipt 40310202… lda_203_contributions lda:ld203:ae8635ff-a5b7-4db5-8f51-233f3505bf99 LD-203 contribution from dual-path registrant LD-203 filing ae8635ff… lda_203_contributions lda:ld203:753228c3-3833-4c16-a6d8-0bda8cbec98c LD-203 contribution from dual-path registrant LD-203 filing 753228c3… lda_203_contributions lda:ld203:a32a3638-7f13-443c-b432-56db31bdb2ea LD-203 contribution from dual-path registrant
outside spend spike low score 10 Core $105 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4031220261421388312 Outside spending row FEC expenditure 40312202… fec_independent_expenditures fec_independent_expenditure:sub:4081320251216744098 Outside spending row FEC expenditure 40813202…
vote party alignment low score 10 Core Votes with Democrats 100% of the time — 0 breaks from the majority across 238 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:77:D000631 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:D000631 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:D000631 Scored vote row House roll call #79
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.