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 Finance & Banking, Technology & Communications, Education appear in both lobbying filings and campaign contributions — $13,835 in overlapping funding across 314 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021220261308097585 Contribution in overlapping issue area FEC receipt 40212202… fec_contributions fec_contribution:sub:4021220261308098701 Contribution in overlapping issue area FEC receipt 40212202… fec_contributions fec_contribution:sub:4021220261308097587 Contribution in overlapping issue area FEC receipt 40212202…
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:J000298 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:80:J000298 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:78:J000298 Vote on bill with coordinated lobbying pressure House roll call #78
temporal proximity high score 63 Core $62,550 in contributions landed within 30 days of 65 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:1:J000298 Vote near contribution window House roll call #1 congress_votes congress_house:119:2:10:J000298 Vote near contribution window House roll call #10 congress_votes congress_house:119:2:2:J000298 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:3:J000298 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:4:J000298
lobby donate overlap medium score 50 Requires context Lobby-donate overlap: 13 client-employer overlaps — $1,346 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021220261308096851 Contribution from convergent employer FEC receipt 40212202… fec_contributions fec_contribution:sub:4021220261308096313 Contribution from convergent employer FEC receipt 40212202… fec_contributions fec_contribution:sub:4021220261308098252 Contribution from convergent employer FEC receipt 40212202… fec_contributions fec_contribution:sub:4021220261308098048 Contribution from convergent employer FEC receipt 40212202…
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:ld2:178319a7-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…
peer anomaly medium score 40 Core Outlier among House Democrat (n=302) on Funding HHI — max deviation 2.0 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021220261308098701 Contribution row for feature vector FEC receipt 40212202… fec_contributions fec_contribution:sub:4021220261308097585 Contribution row for feature vector FEC receipt 40212202…
bipartisan defection cluster medium score 21 Requires context Voted against party majority alongside cross-party defectors in 7 roll calls.
Source Record Rationale Link congress_votes congress_house:118:1:697:J000298 Bipartisan defection vote House roll call #697 congress_votes congress_house:118:1:723:J000298 Bipartisan defection vote House roll call #723 congress_votes congress_house:119:2:155:J000298 Bipartisan defection vote House roll call #155
vote party alignment low score 12 Core Votes with Democrats 96% of the time — 9 breaks from the majority across 242 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:77:J000298 Scored vote row House roll call #77 congress_votes congress_house:118:2:79:J000298 Scored vote row House roll call #79 congress_votes congress_house:118:2:78:J000298 Scored vote row House roll call #78
vote deviation medium score 10 Under review $755 in contributions came from Government Operations, Trade & Commerce — areas with no matching votes. votes appear in Social Policy, Taxation without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021220261308097585 Contribution row used in funding profile FEC receipt 40212202… fec_contributions fec_contribution:sub:4021220261308097587 Contribution row used in funding profile FEC receipt 40212202… fec_contributions fec_contribution:sub:4021220261308098701 Contribution row used in funding profile FEC receipt 40212202…
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.