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.
vote deviation medium score 100 Under review $750 in contributions came from Government Operations, Trade & Commerce — areas with no matching votes. votes appear in Technology & Communications, Transportation without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4070820251208032755 Contribution row used in funding profile FEC receipt 40708202… fec_contributions fec_contribution:sub:4042920251187866684 Contribution row used in funding profile FEC receipt 40429202… fec_contributions fec_contribution:sub:4121720251299000083 Contribution row used in funding profile FEC receipt 41217202…
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:118:2:80:N000190 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:77:N000190 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:78:N000190 Vote on bill with coordinated lobbying pressure House roll call #78
peer anomaly high score 62 Core Outlier among House Republican (n=300) on Funding HHI, Top contributor share — max deviation 3.1 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4042920251187866684 Contribution row for feature vector FEC receipt 40429202… fec_contributions fec_contribution:sub:4121720251299000083 Contribution row for feature vector FEC receipt 41217202…
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-6c1943dd6113:3 Lobbying filing from captured registrant LDA filing 7c651ae4…
vote party alignment medium score 45 Core Votes with Republicans 85% of the time — 32 breaks from the majority across 218 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:N000190 Scored vote row House roll call #79 congress_votes congress_house:118:2:78:N000190 Scored vote row House roll call #78 congress_votes congress_house:118:2:77:N000190 Scored vote row House roll call #77
issue overlap medium score 30 Requires context Trade & Commerce, Government Operations appear in both lobbying filings and campaign contributions — $750 in overlapping funding across 74 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4121720251299000083 Contribution in overlapping issue area FEC receipt 41217202… fec_contributions fec_contribution:sub:4070820251208032755 Contribution in overlapping issue area FEC receipt 40708202… fec_contributions fec_contribution:sub:4042920251187866684 Contribution in overlapping issue area FEC receipt 40429202…
bipartisan defection cluster medium score 30 Requires context Voted against party majority alongside cross-party defectors in 11 roll calls.
Source Record Rationale Link congress_votes congress_house:117:2:538:N000190 Bipartisan defection vote House roll call #538 congress_votes congress_house:119:2:138:N000190 Bipartisan defection vote House roll call #138 congress_votes congress_house:118:1:723:N000190 Bipartisan defection vote House roll call #723
funding concentration hhi medium score 19 Core Michael Rydin accounts for 30% of contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4070820251208032763 Top contributor row FEC receipt 40708202… fec_contributions fec_contribution:sub:4042920251187866682 Top contributor row FEC receipt 40429202… fec_contributions fec_contribution:sub:4070820251208032753 Top contributor row FEC receipt 40708202…
outside spend spike low score 10 Core $261 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4032520251181378025 Outside spending row FEC expenditure 40325202… fec_independent_expenditures fec_independent_expenditure:sub:4071820251209454072 Outside spending row FEC expenditure 40718202… fec_independent_expenditures fec_independent_expenditure:sub:4071820251209454021 Outside spending row FEC expenditure 40718202… fec_independent_expenditures fec_independent_expenditure:sub:4090920251290461179 Outside spending row FEC expenditure 40909202…
temporal proximity medium score 10 Core $850 in contributions landed within 30 days of 4 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:187:N000190 Vote near contribution window House roll call #187 congress_votes congress_house:119:1:188:N000190 Vote near contribution window House roll call #188 congress_votes congress_house:119:1:189:N000190 Vote near contribution window House roll call #189 congress_votes congress_house:119:1:186:N000190 Vote near contribution window House roll call #186 fec_contributions
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.