Data Coverage votes: complete lobbying: missing bill linkage: partial finance receipts: complete finance spending: complete independent expenditures: exhausted
Profile completeness: 58%
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. Independent expenditures returned no records after repeated attempts. Unavailable Data The following data sources were not available for this politician: Lobbying disclosure (LD-2) filings.
multi registrant bill pressure high score 80 Under review 18 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:118:2:78:B001318 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:77:B001318 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:80:B001318 Vote on bill with coordinated lobbying pressure House roll call #80
issue overlap medium score 60 Requires context Government Operations, Trade & Commerce, Education appear in both lobbying filings and campaign contributions — $270 in overlapping funding across 113 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4022720261359894446 Contribution in overlapping issue area FEC receipt 40227202… fec_contributions fec_contribution:sub:4022720261359894075 Contribution in overlapping issue area FEC receipt 40227202… fec_contributions fec_contribution:sub:4022720261359895136 Contribution in overlapping issue area FEC receipt 40227202…
vote deviation medium score 59 Under review $158 in contributions came from 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:4022720261359894446 Contribution row used in funding profile FEC receipt 40227202… fec_contributions fec_contribution:sub:4022720261359895136 Contribution row used in funding profile FEC receipt 40227202… fec_contributions fec_contribution:sub:4022720261359894075 Contribution row used in funding profile FEC receipt 40227202…
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:ld2:178319a7-dc7c-4516-892b-911ec2ab1577:0 Lobbying filing from captured registrant LDA filing 178319a7… lobbying_filings lda:ld2:7c651ae4-0a98-48a0-829a-6c1943dd6113:0 Lobbying filing from captured registrant LDA filing 7c651ae4…
peer anomaly medium score 46 Core Outlier among House Democrat (n=302) on Funding HHI — max deviation 2.3 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4022720261359894075 Contribution row for feature vector FEC receipt 40227202… fec_contributions fec_contribution:sub:4022720261359895136 Contribution row for feature vector FEC receipt 40227202…
lobby donate overlap medium score 31 Requires context Lobby-donate overlap: 3 dual-path registrants — $2,800 in overlapping contributions.
Source Record Rationale Link 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:c4e579ae-934f-4a03-87e8-2f3bc0bdea52 LD-203 contribution from dual-path registrant LD-203 filing c4e579ae… lda_203_contributions lda:ld203:6d98b775-e794-4eb0-8481-2d4067e341bc LD-203 contribution from dual-path registrant LD-203 filing 6d98b775… lobbying_filings lda:ld2:15d45fa3-2931-48f9-9f4a-f0e1e9104660:0
bipartisan defection cluster medium score 27 Requires context Voted against party majority alongside cross-party defectors in 9 roll calls.
Source Record Rationale Link congress_votes congress_house:118:1:723:B001318 Bipartisan defection vote House roll call #723 congress_votes congress_house:119:2:201:B001318 Bipartisan defection vote House roll call #201 congress_votes congress_house:119:2:228:B001318 Bipartisan defection vote House roll call #228
temporal proximity medium score 10 Core $7,398 in contributions landed within 30 days of 74 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:30:B001318 Vote near contribution window House roll call #30 congress_votes congress_house:119:2:3:B001318 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:4:B001318 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:31:B001318 Vote near contribution window House roll call #31 congress_votes congress_house:119:2:2:B001318
vote party alignment low score 10 Core Votes with Democrats 97% of the time — 9 breaks from the majority across 298 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:B001318 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:B001318 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:B001318 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.