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.
peer anomaly high score 100 Core Outlier among House Republican (n=300) on Funding HHI, Top contributor share — max deviation 6.3 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4041520251184270557 Contribution row for feature vector FEC receipt 40415202… fec_contributions fec_contribution:sub:4041520251184270549 Contribution row for feature vector FEC receipt 40415202…
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:B001302 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:80:B001302 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:78:B001302 Vote on bill with coordinated lobbying pressure House roll call #78
lobby bill abstention medium score 51 Under review 26% abstention rate on lobbied bills vs 9% overall — 17pp differential across 46 lobbied-bill votes.
Source Record Rationale Link congress_votes congress_house:119:2:147:B001302 Abstained on lobbied bill: Farm, Food, and National Security Act of 2026 House roll call #147 congress_votes congress_house:119:2:146:B001302 Abstained on lobbied bill: Farm, Food, and National Security Act of 2026 House roll call #146 congress_votes congress_house:119:2:145:B001302 Abstained on lobbied bill: Farm, Food, and National Security Act of 2026 House roll call #145 congress_votes congress_house:119:2:144:B001302 Abstained on lobbied bill: Farm, Food, and National Security Act of 2026 House roll call #144
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…
vote party alignment medium score 39 Core Votes with Republicans 87% of the time — 30 breaks from the majority across 226 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:B001302 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:B001302 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:B001302 Scored vote row House roll call #78
funding concentration hhi high score 34 Core Michael Rydin accounts for 42% of contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4041520251184270551 Top contributor row FEC receipt 40415202… fec_contributions fec_contribution:sub:4120320251296819911 Top contributor row FEC receipt 41203202… fec_contributions fec_contribution:sub:4041520251184270555 Top contributor row FEC receipt 40415202…
bipartisan defection cluster high score 31 Requires context Voted against party majority alongside cross-party defectors in 15 roll calls.
Source Record Rationale Link congress_votes congress_house:119:2:142:B001302 Bipartisan defection vote House roll call #142 congress_votes congress_house:118:1:723:B001302 Bipartisan defection vote House roll call #723 congress_votes congress_house:119:2:97:B001302 Bipartisan defection vote House roll call #97
lobby donate overlap low score 20 Requires context Lobby-donate overlap: 2 dual-path registrants — $1,000 in overlapping contributions.
Source Record Rationale Link lda_203_contributions lda:ld203:1135faee-e1bf-4f80-85b5-2500cef8953d LD-203 contribution from dual-path registrant LD-203 filing 1135faee… lda_203_contributions lda:ld203:19b83b9d-4788-4490-bcb9-52bb2c95bb0a LD-203 contribution from dual-path registrant LD-203 filing 19b83b9d… lobbying_filings lda:ld2:e7c49b49-e117-4588-8474-ca7ac8a0e758:0 Lobbying filing from dual-path registrant LDA filing e7c49b49… lobbying_filings lda:ld2:54671063-145f-43f7-8074-2c4f9ae0969a:0 Lobbying filing from dual-path registrant
outside spend spike low score 10 Core $181 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4032520251181378046 Outside spending row FEC expenditure 40325202… fec_independent_expenditures fec_independent_expenditure:sub:4032520251181378039 Outside spending row FEC expenditure 40325202… fec_independent_expenditures fec_independent_expenditure:sub:4032520251181378079 Outside spending row FEC expenditure 40325202… fec_independent_expenditures fec_independent_expenditure:sub:4022020251177631076 Outside spending row FEC expenditure 40220202…
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.