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 medium score 100 Core Outlier among House Republican (n=300) on Outside spend ratio — max deviation 5.0 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031620261423594037 Contribution row for feature vector FEC receipt 40316202… fec_contributions fec_contribution:sub:4031620261423594165 Contribution row for feature vector FEC receipt 40316202…
issue overlap medium score 100 Requires context Finance & Banking, Technology & Communications, Government Operations appear in both lobbying filings and campaign contributions — $22,604 in overlapping funding across 241 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031620261423594165 Contribution in overlapping issue area FEC receipt 40316202… fec_contributions fec_contribution:sub:4031620261423594037 Contribution in overlapping issue area FEC receipt 40316202… fec_contributions fec_contribution:sub:4031620261423594188 Contribution in overlapping issue area FEC receipt 40316202…
temporal proximity high score 100 Core $102,733 in contributions landed within 30 days of 49 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:56:C001120 Vote near contribution window House roll call #56 congress_votes congress_house:119:2:55:C001120 Vote near contribution window House roll call #55 congress_votes congress_house:119:2:58:C001120 Vote near contribution window House roll call #58 congress_votes congress_house:119:2:57:C001120 Vote near contribution window House roll call #57 congress_votes congress_house:119:2:54:C001120
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:118:2:78:C001120 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:80:C001120 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:77:C001120 Vote on bill with coordinated lobbying pressure House roll call #77
outside spend spike medium score 68 Core $2,537,924 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4030420261386457237 Outside spending row FEC expenditure 40304202… fec_independent_expenditures fec_independent_expenditure:sub:4020220261304534010 Outside spending row FEC expenditure 40202202… fec_independent_expenditures fec_independent_expenditure:sub:4030420261386457235 Outside spending row FEC expenditure 40304202… fec_independent_expenditures fec_independent_expenditure:sub:4012620261303663655 Outside spending row
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 deviation medium score 14 Under review $3,250 in contributions came from Government Operations — areas with no matching votes. votes appear in Transportation, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031620261423594188 Contribution row used in funding profile FEC receipt 40316202… fec_contributions fec_contribution:sub:4031620261423594165 Contribution row used in funding profile FEC receipt 40316202… fec_contributions fec_contribution:sub:4031620261423594037 Contribution row used in funding profile FEC receipt 40316202…
lobby donate overlap low score 10 Requires context Lobby-donate overlap: 1 client-employer overlap — $50 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031620261423592104 Contribution from convergent employer FEC receipt 40316202…
vote party alignment low score 10 Core Votes with Republicans 99% of the time — 2 breaks from the majority across 211 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:C001120 Scored vote row House roll call #79 congress_votes congress_house:118:2:78:C001120 Scored vote row House roll call #78 congress_votes congress_house:118:2:77:C001120 Scored vote row House roll call #77
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.