Data Coverage votes: complete lobbying: missing bill linkage: partial finance receipts: complete finance spending: exhausted independent expenditures: complete
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. FEC spending/disbursements 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 96 Requires context Finance & Banking, Government Operations, Trade & Commerce appear in both lobbying filings and campaign contributions — $12,125 in overlapping funding across 190 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030520261411315020 Contribution in overlapping issue area FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411315018 Contribution in overlapping issue area FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411315022 Contribution in overlapping issue area FEC receipt 40305202…
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:P000614 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:78:P000614 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:80:P000614 Vote on bill with coordinated lobbying pressure House roll call #80
peer anomaly high score 56 Core Outlier among House Democrat (n=302) on Funding HHI, Top contributor share — max deviation 2.8 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030520261411315020 Contribution row for feature vector FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411315018 Contribution row for feature vector FEC receipt 40305202…
lobby donate overlap medium score 53 Requires context Lobby-donate overlap: 1 client-employer overlap and 11 dual-path registrants — $17,350 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030520261411315145 Contribution from convergent employer FEC receipt 40305202… lda_203_contributions lda:ld203:a17a831c-8d1d-4887-b07b-dbab44374a18 LD-203 contribution from dual-path registrant LD-203 filing a17a831c… lda_203_contributions lda:ld203:2121256c-eb52-4249-9fe9-1c138792e8a5 LD-203 contribution from dual-path registrant LD-203 filing 2121256c… lda_203_contributions lda:ld203:6baabf87-f6d0-4e1b-ae84-6ffdab95ab7c
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 34 Core $34,188 in contributions landed within 30 days of 48 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:5:P000614 Vote near contribution window House roll call #5 congress_votes congress_house:119:2:2:P000614 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:4:P000614 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:3:P000614 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:10:P000614
vote deviation medium score 29 Under review $3,500 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:4030520261411315018 Contribution row used in funding profile FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411315022 Contribution row used in funding profile FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411315020 Contribution row used in funding profile FEC receipt 40305202…
outside spend spike low score 10 Core $2,240 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4032020251180488019 Outside spending row FEC expenditure 40320202… fec_independent_expenditures fec_independent_expenditure:sub:4011320261301496015 Outside spending row FEC expenditure 40113202… fec_independent_expenditures fec_independent_expenditure:sub:4011320261301496073 Outside spending row FEC expenditure 40113202… fec_independent_expenditures fec_independent_expenditure:sub:4011320261301496021 Outside spending row FEC expenditure 40113202…
vote party alignment low score 10 Core Votes with Democrats 97% of the time — 7 breaks from the majority across 240 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:77:P000614 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:P000614 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:P000614 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.