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 $349,139 in contributions landed within 30 days of 104 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:17:J000310 Vote near contribution window House roll call #17 congress_votes congress_house:119:2:16:J000310 Vote near contribution window House roll call #16 congress_votes congress_house:119:2:18:J000310 Vote near contribution window House roll call #18 congress_votes congress_house:119:2:15:J000310 Vote near contribution window House roll call #15 congress_votes congress_house:119:2:14:J000310 Vote near contribution window House roll call #14 fec_contributions fec_contribution:sub:4030620261411463228
issue overlap medium score 100 Requires context Government Operations, Healthcare, Finance & Banking appear in both lobbying filings and campaign contributions — $87,403 in overlapping funding across 155 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411463167 Contribution in overlapping issue area FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411463703 Contribution in overlapping issue area FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411463148 Contribution in overlapping issue area FEC receipt 40306202…
peer anomaly medium score 88 Core Outlier among House Democrat (n=302) on Outside spend ratio — max deviation 4.4 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411463703 Contribution row for feature vector FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411463148 Contribution row for feature vector FEC receipt 40306202…
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:119:1:352:J000310 Vote on bill with coordinated lobbying pressure House roll call #352 congress_votes congress_house:119:2:125:J000310 Vote on bill with coordinated lobbying pressure House roll call #125 congress_votes congress_house:119:1:353:J000310 Vote on bill with coordinated lobbying pressure House roll call #353
vote deviation medium score 72 Under review $62,998 in contributions came from Government Operations, Trade & Commerce — areas with no matching votes. votes appear in Defense & Security, Agriculture & Food without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411463703 Contribution row used in funding profile FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411463148 Contribution row used in funding profile FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411463167 Contribution row used in funding profile FEC receipt 40306202…
outside spend spike medium score 61 Core $1,134,634 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4021320261308631053 Outside spending row FEC expenditure 40213202… fec_independent_expenditures fec_independent_expenditure:sub:4021520261308662009 Outside spending row FEC expenditure 40215202… fec_independent_expenditures fec_independent_expenditure:sub:4031220261421388246 Outside spending row FEC expenditure 40312202… fec_independent_expenditures fec_independent_expenditure:sub:4021220261308345111 Outside spending row
lobby donate overlap medium score 51 Requires context Lobby-donate overlap: 7 client-employer overlaps and 5 dual-path registrants — $10,582 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031320261423358336 Contribution from convergent employer FEC receipt 40313202… fec_contributions fec_contribution:sub:4031320261423357958 Contribution from convergent employer FEC receipt 40313202… fec_contributions fec_contribution:sub:4031320261423357993 Contribution from convergent employer FEC receipt 40313202… fec_contributions fec_contribution:sub:4030620261411463260 Contribution from convergent employer FEC receipt 40306202…
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-6c1943dd6113:3 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…
vote party alignment low score 10 Core Votes with Democrats 100% of the time — 0 breaks from the majority across 167 roll calls.
Source Record Rationale Link congress_votes congress_house:119:1:350:J000310 Scored vote row House roll call #350 congress_votes congress_house:119:1:349:J000310 Scored vote row House roll call #349 congress_votes congress_house:119:1:347:J000310 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.