Data Coverage votes: complete lobbying: missing bill linkage: partial finance receipts: complete finance spending: complete independent expenditures: complete
Profile completeness: 75%
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. Unavailable Data The following data sources were not available for this politician: Lobbying disclosure (LD-2) filings.
temporal proximity high score 100 Core $412,427 in contributions landed within 30 days of 65 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:352:L000599 Vote near contribution window House roll call #352 congress_votes congress_house:119:1:357:L000599 Vote near contribution window House roll call #357 congress_votes congress_house:119:1:355:L000599 Vote near contribution window House roll call #355 congress_votes congress_house:119:1:356:L000599 Vote near contribution window House roll call #356 congress_votes congress_house:119:1:353:L000599 Vote near contribution window House roll call #353 fec_contributions fec_contribution:sub:4031120261420888917
issue overlap medium score 100 Requires context Finance & Banking, Healthcare, Trade & Commerce appear in both lobbying filings and campaign contributions — $101,910 in overlapping funding across 294 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420888967 Contribution in overlapping issue area FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420888390 Contribution in overlapping issue area FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420888917 Contribution in overlapping issue area FEC receipt 40311202…
multi registrant bill pressure high score 80 Under review 15 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:118:2:78:L000599 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:77:L000599 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:80:L000599 Vote on bill with coordinated lobbying pressure House roll call #80
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:ld2:1462f1c5-80f9-4f0f-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…
vote party alignment medium score 36 Core Votes with Republicans 88% of the time — 25 breaks from the majority across 205 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:78:L000599 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:L000599 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:L000599 Scored vote row House roll call #77
contribution outlier medium score 30 Core Miriam Gefner gave $14,000 — 1.8× the typical top donor.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420888851 Outlier contributor row FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420888861 Outlier contributor row FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420888894 Outlier contributor row FEC receipt 40311202…
vote deviation medium score 22 Under review $22,516 in contributions came from Trade & Commerce, Government Operations — areas with no matching votes. votes appear in Social Policy, Labor & Employment without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420888967 Contribution row used in funding profile FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420888917 Contribution row used in funding profile FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420888390 Contribution row used in funding profile FEC receipt 40311202…
lobby donate overlap low score 21 Requires context Lobby-donate overlap: 2 client-employer overlaps and 2 dual-path registrants — $12,500 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420887979 Contribution from convergent employer FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420886967 Contribution from convergent employer FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420888433 Contribution from convergent employer FEC receipt 40311202… lda_203_contributions lda:ld203:dc3eca64-516d-48bb-814a-5d60f032c244 LD-203 contribution from dual-path registrant
outside spend spike low score 10 Core $1,456 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4031220261421388157 Outside spending row FEC expenditure 40312202… fec_independent_expenditures fec_independent_expenditure:sub:4031220261421388169 Outside spending row FEC expenditure 40312202… fec_independent_expenditures fec_independent_expenditure:sub:4052120251203674172 Outside spending row FEC expenditure 40521202…
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.