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 Government Operations, Healthcare, Finance & Banking appear in both lobbying filings and campaign contributions — $87,403 in overlapping funding across 161 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411463148 Contribution in overlapping issue area FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411463167 Contribution in overlapping issue area FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411463238 Contribution in overlapping issue area FEC receipt 40306202…
temporal proximity high score 100 Core $349,139 in contributions landed within 30 days of 120 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:14:J000310 Vote near contribution window House roll call #14 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:119:2:16:J000310 Vote near contribution window House roll call #16 congress_votes congress_house:119:2:17:J000310
peer anomaly medium score 90 Core Outlier among House Democrat (n=304) on Outside spend ratio — max deviation 4.5 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411463238 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 14 voted bills had coordinated lobbying pressure — Standardizing Permitting and Expediting Economic Development 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:119:2:228:J000310 Vote on bill with coordinated lobbying pressure House roll call #228 congress_votes congress_house:119:1:353:J000310 Vote on bill with coordinated lobbying pressure House roll call #353 congress_votes congress_house:119:1:352:J000310 Vote on bill with coordinated lobbying pressure House roll call #352
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:4022220261311027004 Outside spending row FEC expenditure 40222202… fec_independent_expenditures fec_independent_expenditure:sub:4022220261311027003 Outside spending row FEC expenditure 40222202… fec_independent_expenditures fec_independent_expenditure:sub:4022220261311027002 Outside spending row FEC expenditure 40222202… fec_independent_expenditures fec_independent_expenditure:sub:4022220261311027001 Outside spending row
vote deviation medium score 54 Under review $47,598 in contributions came from Government Operations — areas with no matching votes. votes appear in Defense & Security, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411463167 Contribution row used in funding profile FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411463238 Contribution row used in funding profile FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411463148 Contribution row used in funding profile FEC receipt 40306202…
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:4031320261423358138 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:4030620261411463260 Contribution from convergent employer FEC receipt 40306202… fec_contributions fec_contribution:sub:4031320261423357993 Contribution from convergent employer FEC receipt 40313202…
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-6c1943dd6113:0 Lobbying filing from captured registrant LDA filing 7c651ae4…
vote party alignment low score 10 Core Votes with Democrats 99% of the time — 4 breaks from the majority across 283 roll calls.
Source Record Rationale Link congress_votes congress_house:119:1:348:J000310 Scored vote row House roll call #348 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 October 22, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.