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.
issue overlap medium score 100 Requires context Government Operations, Education, Trade & Commerce appear in both lobbying filings and campaign contributions — $2,968 in overlapping funding across 366 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030320261385855021 Contribution in overlapping issue area FEC receipt 40303202… fec_contributions fec_contribution:sub:4030320261385855077 Contribution in overlapping issue area FEC receipt 40303202… fec_contributions fec_contribution:sub:4030320261385855097 Contribution in overlapping issue area FEC receipt 40303202…
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:118:2:77:J000294 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:78:J000294 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:80:J000294 Vote on bill with coordinated lobbying pressure House roll call #80
peer anomaly high score 52 Core Outlier among House Democrat (n=304) on Top contributor share, Funding HHI — max deviation 2.6 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030320261385855021 Contribution row for feature vector FEC receipt 40303202… fec_contributions fec_contribution:sub:4030320261385855077 Contribution row for feature vector FEC receipt 40303202…
lobby donate overlap medium score 52 Requires context Lobby-donate overlap: 2 client-employer overlaps and 5 dual-path registrants — $9,556 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030320261385867979 Contribution from convergent employer FEC receipt 40303202… fec_contributions fec_contribution:sub:4030320261385864497 Contribution from convergent employer FEC receipt 40303202… lda_203_contributions lda:ld203:c3c4a309-23fd-44c6-bd7f-cda6a3077462 LD-203 contribution from dual-path registrant LD-203 filing c3c4a309… lda_203_contributions lda:ld203:5970345a-5667-4747-ae95-7a4d09b59f5e LD-203 contribution from dual-path registrant
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:ld2:7c651ae4-0a98-48a0-829a-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…
vote deviation medium score 43 Under review $1,286 in contributions came from Government Operations — areas with no matching votes. votes appear in Social Policy, Taxation without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030320261385855021 Contribution row used in funding profile FEC receipt 40303202… fec_contributions fec_contribution:sub:4030320261385855097 Contribution row used in funding profile FEC receipt 40303202… fec_contributions fec_contribution:sub:4030320261385855077 Contribution row used in funding profile FEC receipt 40303202…
temporal proximity medium score 31 Core $30,675 in contributions landed within 30 days of 48 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:32:J000294 Vote near contribution window House roll call #32 congress_votes congress_house:119:2:31:J000294 Vote near contribution window House roll call #31 congress_votes congress_house:119:2:33:J000294 Vote near contribution window House roll call #33 congress_votes congress_house:119:2:30:J000294 Vote near contribution window House roll call #30 congress_votes congress_house:119:2:2:J000294
lobby bill abstention medium score 10 Under review 4% abstention rate on lobbied bills vs 2% overall — 2pp differential across 54 lobbied-bill votes.
Source Record Rationale Link congress_votes congress_house:119:2:156:J000294 Abstained on lobbied bill: Save Our Shrimpers Act House roll call #156 congress_votes congress_house:119:2:157:J000294 Abstained on lobbied bill: Combating Organized Retail Crime Act of 2025 House roll call #157
vote party alignment low score 10 Core Votes with Democrats 98% of the time — 6 breaks from the majority across 368 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:77:J000294 Scored vote row House roll call #77 congress_votes congress_house:118:2:79:J000294 Scored vote row House roll call #79 congress_votes congress_house:118:2:78:J000294 Scored vote row House roll call #78
Generated by Cooked on October 23, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.