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 88 Under review $1,000 in contributions came from 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:4021720261308831270 Contribution row used in funding profile FEC receipt 40217202… fec_contributions fec_contribution:sub:4021720261308830782 Contribution row used in funding profile FEC receipt 40217202… fec_contributions fec_contribution:sub:4021720261308831344 Contribution row used in funding profile FEC receipt 40217202…
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:H001058 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:78:H001058 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:80:H001058 Vote on bill with coordinated lobbying pressure House roll call #80
peer anomaly high score 54 Core Outlier among House Republican (n=300) on Funding HHI, Top contributor share — max deviation 2.7 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021720261308831270 Contribution row for feature vector FEC receipt 40217202… fec_contributions fec_contribution:sub:4021720261308830782 Contribution row for feature vector FEC receipt 40217202…
lobby donate overlap medium score 52 Requires context Lobby-donate overlap: 5 dual-path registrants — $8,000 in overlapping contributions.
Source Record Rationale Link lda_203_contributions lda:ld203:d46c4658-d452-4d5b-9cbb-5ff821eecf12 LD-203 contribution from dual-path registrant LD-203 filing d46c4658… lda_203_contributions lda:ld203:fce114a5-d79e-42d1-ad0f-eb43c1392cf8 LD-203 contribution from dual-path registrant LD-203 filing fce114a5… lda_203_contributions lda:ld203:7941627a-9327-4a25-bb77-557a38767860 LD-203 contribution from dual-path registrant LD-203 filing 7941627a… lobbying_filings lda:ld2:d327119d-2fc5-4674-9950-f024177bb847:0
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-6c1943dd6113:3 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…
issue overlap medium score 46 Requires context Trade & Commerce, Technology & Communications, Taxation appear in both lobbying filings and campaign contributions — $1,141 in overlapping funding across 63 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021720261308831344 Contribution in overlapping issue area FEC receipt 40217202… fec_contributions fec_contribution:sub:4021720261308830782 Contribution in overlapping issue area FEC receipt 40217202… fec_contributions fec_contribution:sub:4021720261308831270 Contribution in overlapping issue area FEC receipt 40217202…
temporal proximity medium score 28 Core $28,162 in contributions landed within 30 days of 65 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:5:H001058 Vote near contribution window House roll call #5 congress_votes congress_house:119:2:2:H001058 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:10:H001058 Vote near contribution window House roll call #10 congress_votes congress_house:119:2:4:H001058 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:3:H001058
funding concentration hhi medium score 17 Core Jeanne Sinquefield accounts for 25% of contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021720261308831442 Top contributor row FEC receipt 40217202… fec_contributions fec_contribution:sub:4021720261308831455 Top contributor row FEC receipt 40217202… fec_contributions fec_contribution:sub:4021720261308830665 Top contributor row FEC receipt 40217202…
vote party alignment low score 10 Core Votes with Republicans 99% of the time — 3 breaks from the majority across 241 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:H001058 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:H001058 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:H001058 Scored vote row House roll call #78
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.