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.
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 183 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420764393 Contribution in overlapping issue area FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420763267 Contribution in overlapping issue area FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420763329 Contribution in overlapping issue area FEC receipt 40311202…
temporal proximity high score 100 Core $106,220 in contributions landed within 30 days of 65 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:119:2:5:B001321 Vote near contribution window House roll call #5 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
multi registrant bill pressure high score 80 Under review 11 voted bills had coordinated lobbying pressure — Standardizing Permitting and Expediting Economic Development Act, Expediting Federal Broadband Deployment Reviews Act, To direct the removal of United States Armed Forces from hostilities within or against Venezuela that have not been authorized by Congress. were lobbied by up to 400 independent firms.
Source Record Rationale Link congress_votes congress_house:119:2:125:B001321 Vote on bill with coordinated lobbying pressure House roll call #125 congress_votes congress_house:119:1:353:B001321 Vote on bill with coordinated lobbying pressure House roll call #353 congress_votes congress_house:119:1:352:B001321 Vote on bill with coordinated lobbying pressure House roll call #352
vote deviation medium score 72 Under review $11,035 in contributions came from Trade & Commerce, Government Operations — areas with no matching votes. votes appear in Technology & Communications, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420764393 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…
peer anomaly medium score 50 Core Outlier among House Republican (n=300) 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:4031120261420764393 Contribution row for feature vector FEC receipt 40311202…
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:ld2:178319a7-dc7c-4516-892b-911ec2ab1577:0 Lobbying filing from captured registrant LDA filing 178319a7… lobbying_filings lda:ld2:7c651ae4-0a98-48a0-829a-6c1943dd6113:3 Lobbying filing from captured registrant LDA filing 7c651ae4…
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:4052420251204093007 Outside spending row FEC expenditure 40524202… fec_independent_expenditures fec_independent_expenditure:sub:4081320251216744286 Outside spending row FEC expenditure 40813202… fec_independent_expenditures fec_independent_expenditure:sub:4090420251290299002 Outside spending row FEC expenditure 40904202… fec_independent_expenditures fec_independent_expenditure:sub:4031220261421388452 Outside spending row FEC expenditure 40312202…
bipartisan defection cluster medium score 15 Requires context Voted against party majority alongside cross-party defectors in 5 roll calls.
Source Record Rationale Link congress_votes congress_house:119:2:88:B001321 Bipartisan defection vote House roll call #88 congress_votes congress_house:119:2:72:B001321 Bipartisan defection vote House roll call #72 congress_votes congress_house:119:2:142:B001321 Bipartisan defection vote House roll call #142
vote party alignment low score 12 Core Votes with Republicans 96% of the time — 7 breaks from the majority across 175 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:119:1:350:B001321 Scored vote row House roll call #350 congress_votes congress_house:119:1:347:B001321 Scored vote row House roll call #347
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.