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 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:118:2:80:F000454 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:77:F000454 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:78:F000454 Vote on bill with coordinated lobbying pressure House roll call #78
issue overlap medium score 66 Requires context Healthcare, Education, Finance & Banking appear in both lobbying filings and campaign contributions — $11,425 in overlapping funding across 104 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030520261411244900 Contribution in overlapping issue area FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411244901 Contribution in overlapping issue area FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411244899 Contribution in overlapping issue area FEC receipt 40305202…
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:ld2:178319a7-dc7c-4516-892b-911ec2ab1577:0 Lobbying filing from captured registrant LDA filing 178319a7… 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…
peer anomaly medium score 42 Core Outlier among House Democrat (n=302) on Funding HHI — max deviation 2.1 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030520261411244899 Contribution row for feature vector FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411244900 Contribution row for feature vector FEC receipt 40305202…
temporal proximity medium score 38 Core $38,131 in contributions landed within 30 days of 65 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:5:F000454 Vote near contribution window House roll call #5 congress_votes congress_house:119:2:3:F000454 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:2:F000454 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:10:F000454 Vote near contribution window House roll call #10 congress_votes congress_house:119:2:4:F000454
lobby donate overlap medium score 24 Requires context Lobby-donate overlap: 3 client-employer overlaps and 1 dual-path registrant — $1,650 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030520261411244537 Contribution from convergent employer FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411244384 Contribution from convergent employer FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411244394 Contribution from convergent employer FEC receipt 40305202… lda_203_contributions lda:ld203:7941627a-9327-4a25-bb77-557a38767860 LD-203 contribution from dual-path registrant
vote deviation medium score 10 Under review votes appear in Technology & Communications, Transportation without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030520261411244900 Contribution row used in funding profile FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411244901 Contribution row used in funding profile FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411244899 Contribution row used in funding profile FEC receipt 40305202…
vote party alignment low score 10 Core Votes with Democrats 99% of the time — 3 breaks from the majority across 238 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:78:F000454 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:F000454 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:F000454 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.