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 91 Requires context Labor & Employment, Education, Government Operations appear in both lobbying filings and campaign contributions — $2,965 in overlapping funding across 174 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4010920261300647421 Contribution in overlapping issue area FEC receipt 40109202… fec_contributions fec_contribution:sub:4010920261300647464 Contribution in overlapping issue area FEC receipt 40109202… fec_contributions fec_contribution:sub:4010920261300647643 Contribution in overlapping issue area FEC receipt 40109202…
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:118:2:77:W000822 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:80:W000822 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:78:W000822 Vote on bill with coordinated lobbying pressure House roll call #78
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:ld2:1462f1c5-80f9-4f0f-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…
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:4010920261300647643 Contribution row for feature vector FEC receipt 40109202… fec_contributions fec_contribution:sub:4010920261300647421 Contribution row for feature vector FEC receipt 40109202…
bipartisan defection cluster medium score 24 Requires context Voted against party majority alongside cross-party defectors in 8 roll calls.
Source Record Rationale Link congress_votes congress_house:118:1:697:W000822 Bipartisan defection vote House roll call #697 congress_votes congress_house:118:1:723:W000822 Bipartisan defection vote House roll call #723 congress_votes congress_house:119:2:228:W000822 Bipartisan defection vote House roll call #228
lobby donate overlap low score 20 Requires context Lobby-donate overlap: 2 dual-path registrants — $1,500 in overlapping contributions.
Source Record Rationale Link lda_203_contributions lda:ld203:dab4cfd3-b9fa-4f20-b311-596eccb4a339 LD-203 contribution from dual-path registrant LD-203 filing dab4cfd3… lda_203_contributions lda:ld203:6baabf87-f6d0-4e1b-ae84-6ffdab95ab7c LD-203 contribution from dual-path registrant LD-203 filing 6baabf87… lobbying_filings lda:ld2:b0828f17-1be8-4d4a-85e0-2d3315059dd0:1 Lobbying filing from dual-path registrant LDA filing b0828f17… lobbying_filings lda:ld2:b0828f17-1be8-4d4a-85e0-2d3315059dd0:0
vote deviation medium score 19 Under review $550 in contributions came from Government Operations — areas with no matching votes. votes appear in Transportation, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4010920261300647464 Contribution row used in funding profile FEC receipt 40109202… fec_contributions fec_contribution:sub:4010920261300647421 Contribution row used in funding profile FEC receipt 40109202… fec_contributions fec_contribution:sub:4010920261300647643 Contribution row used in funding profile FEC receipt 40109202…
temporal proximity medium score 10 Core $8,955 in contributions landed within 30 days of 13 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:312:W000822 Vote near contribution window House roll call #312 congress_votes congress_house:119:1:309:W000822 Vote near contribution window House roll call #309 congress_votes congress_house:119:1:313:W000822 Vote near contribution window House roll call #313 congress_votes congress_house:119:1:310:W000822 Vote near contribution window House roll call #310 congress_votes
vote party alignment low score 10 Core Votes with Democrats 97% of the time — 9 breaks from the majority across 335 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:77:W000822 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:W000822 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:W000822 Scored vote row House roll call #79
Generated by Cooked on July 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.