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.
vote deviation medium score 91 Under review $13,545 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:4042920251187332989 Contribution row used in funding profile FEC receipt 40429202… fec_contributions fec_contribution:sub:4042920251187333003 Contribution row used in funding profile FEC receipt 40429202… fec_contributions fec_contribution:sub:4042920251187332997 Contribution row used in funding profile FEC receipt 40429202…
issue overlap medium score 82 Requires context Government Operations, Technology & Communications, Taxation appear in both lobbying filings and campaign contributions — $14,895 in overlapping funding across 135 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4042920251187332989 Contribution in overlapping issue area FEC receipt 40429202… fec_contributions fec_contribution:sub:4042920251187332997 Contribution in overlapping issue area FEC receipt 40429202… fec_contributions fec_contribution:sub:4042920251187333003 Contribution in overlapping issue area FEC receipt 40429202…
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:D000399 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:80:D000399 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:78:D000399 Vote on bill with coordinated lobbying pressure House roll call #78
peer anomaly medium score 70 Core Outlier among House Democrat (n=302) on Funding HHI — max deviation 3.5 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4042920251187332989 Contribution row for feature vector FEC receipt 40429202… fec_contributions fec_contribution:sub:4042920251187332997 Contribution row for feature vector FEC receipt 40429202…
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…
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:119:2:201:D000399 Bipartisan defection vote House roll call #201 congress_votes congress_house:119:2:228:D000399 Bipartisan defection vote House roll call #228 congress_votes congress_house:118:1:723:D000399 Bipartisan defection vote House roll call #723
lobby donate overlap low score 21 Requires context Lobby-donate overlap: 1 client-employer overlap and 2 dual-path registrants — $3,000 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4080120251213081842 Contribution from convergent employer FEC receipt 40801202… fec_contributions fec_contribution:sub:4080120251213081844 Contribution from convergent employer FEC receipt 40801202… lda_203_contributions lda:ld203:226e3ec5-d9d8-4267-ab14-f0adf73647a8 LD-203 contribution from dual-path registrant LD-203 filing 226e3ec5… lda_203_contributions lda:ld203:5970345a-5667-4747-ae95-7a4d09b59f5e LD-203 contribution from dual-path registrant
vote party alignment low score 12 Core Votes with Democrats 96% of the time — 12 breaks from the majority across 324 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:78:D000399 Scored vote row House roll call #78 congress_votes congress_house:118:2:77:D000399 Scored vote row House roll call #77 congress_votes congress_house:118:2:79:D000399 Scored vote row House roll call #79
temporal proximity medium score 10 Core $1,365 in contributions landed within 30 days of 85 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:188:D000399 Vote near contribution window House roll call #188 congress_votes congress_house:119:1:189:D000399 Vote near contribution window House roll call #189 congress_votes congress_house:119:1:186:D000399 Vote near contribution window House roll call #186 congress_votes congress_house:119:1:347:D000399 Vote near contribution window House roll call #347 congress_votes
Generated by Cooked on July 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.