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 $106,220 in contributions landed within 30 days of 80 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:10:B001321 Vote near contribution window House roll call #10 congress_votes congress_house:119:2:4:B001321 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:2:B001321 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:3:B001321 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:5:B001321 Vote near contribution window House roll call #5 fec_contributions fec_contribution:sub:4031120261420763267 Contribution near vote
issue overlap medium score 100 Requires context Finance & Banking, Agriculture & Food, Trade & Commerce appear in both lobbying filings and campaign contributions — $15,290 in overlapping funding across 171 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420763571 Contribution in overlapping issue area FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420763329 Contribution in overlapping issue area FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420763267 Contribution in overlapping issue area FEC receipt 40311202…
multi registrant bill pressure high score 80 Under review 12 voted bills had coordinated lobbying pressure — 21st Century ROAD to Housing Act, SCREEN Act, TRIA Program Reauthorization Act of 2026 were lobbied by up to 400 independent firms.
Source Record Rationale Link congress_votes congress_house:119:2:224:B001321 Vote on bill with coordinated lobbying pressure House roll call #224 congress_votes congress_house:119:2:57:B001321 Vote on bill with coordinated lobbying pressure House roll call #57 congress_votes congress_house:119:2:228:B001321 Vote on bill with coordinated lobbying pressure House roll call #228
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:ld2:7c651ae4-0a98-48a0-829a-6c1943dd6113:0 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…
peer anomaly medium score 50 Core Outlier among House Republican (n=301) on Outside spend ratio — max deviation 2.5 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420763267 Contribution row for feature vector FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420763571 Contribution row for feature vector FEC receipt 40311202…
outside spend spike low score 41 Core $113,317 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4031220261421388452 Outside spending row FEC expenditure 40312202… fec_independent_expenditures fec_independent_expenditure:sub:4031220261421388460 Outside spending row FEC expenditure 40312202… fec_independent_expenditures fec_independent_expenditure:sub:4090420251290299002 Outside spending row FEC expenditure 40904202… fec_independent_expenditures fec_independent_expenditure:sub:4052420251204093007 Outside spending row FEC expenditure 40524202…
bipartisan defection cluster medium score 18 Requires context Voted against party majority alongside cross-party defectors in 6 roll calls.
Source Record Rationale Link congress_votes congress_house:119:2:142:B001321 Bipartisan defection vote House roll call #142 congress_votes congress_house:119:2:88:B001321 Bipartisan defection vote House roll call #88 congress_votes congress_house:119:2:170:B001321 Bipartisan defection vote House roll call #170
vote party alignment low score 10 Core Votes with Republicans 97% of the time — 9 breaks from the majority across 266 roll calls.
Source Record Rationale Link congress_votes congress_house:119:1:349:B001321 Scored vote row House roll call #349 congress_votes congress_house:119:1:347:B001321 Scored vote row House roll call #347 congress_votes congress_house:119:1:348:B001321 Scored vote row House roll call #348
vote deviation medium score 10 Under review $1,050 in contributions came from 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:4031120261420763571 Contribution row used in funding profile FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420763329 Contribution row used in funding profile FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420763267 Contribution row used in funding profile FEC receipt 40311202…
Generated by Cooked on July 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.