Data Coverage votes: complete lobbying: missing bill linkage: partial finance receipts: complete finance spending: complete independent expenditures: exhausted
Profile completeness: 58%
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. Independent expenditures returned no records after repeated attempts. Unavailable Data The following data sources were not available for this politician: Lobbying disclosure (LD-2) filings.
multi registrant bill pressure high score 80 Under review 16 voted bills had coordinated lobbying pressure — Department of Education Appropriations Act, 2024, Military Construction Authorization Act for Fiscal Year 2024, Standardizing Permitting and Expediting Economic Development Act were lobbied by up to 434 independent firms.
Source Record Rationale Link congress_votes congress_house:118:1:673:P000620 Vote on bill with coordinated lobbying pressure House roll call #673 congress_votes congress_house:118:1:672:P000620 Vote on bill with coordinated lobbying pressure House roll call #672 congress_votes congress_house:118:1:723:P000620 Vote on bill with coordinated lobbying pressure House roll call #723
issue overlap medium score 76 Requires context Finance & Banking, Trade & Commerce, Government Operations appear in both lobbying filings and campaign contributions — $1,200 in overlapping funding across 127 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030920261411557179 Contribution in overlapping issue area FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411557022 Contribution in overlapping issue area FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411557094 Contribution in overlapping issue area FEC receipt 40309202…
peer anomaly high score 70 Core Outlier among House Democrat (n=302) on Funding HHI, Top contributor share — max deviation 3.5 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030920261411557094 Contribution row for feature vector FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411557022 Contribution row for feature vector FEC receipt 40309202…
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:ld2:7c651ae4-0a98-48a0-829a-6c1943dd6113:0 Lobbying filing from captured registrant LDA filing 7c651ae4… 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…
lobby donate overlap medium score 30 Requires context Lobby-donate overlap: 3 dual-path registrants — $1,750 in overlapping contributions.
Source Record Rationale Link lda_203_contributions lda:ld203:3a2d5d3b-4826-47b6-85e7-1e8f1265d426 LD-203 contribution from dual-path registrant LD-203 filing 3a2d5d3b… lda_203_contributions lda:ld203:afb5c5ea-e7a4-4f2e-bed1-cdc56123b9fa LD-203 contribution from dual-path registrant LD-203 filing afb5c5ea… lda_203_contributions lda:ld203:7f91318b-8896-40ad-9d19-249cd863e67f LD-203 contribution from dual-path registrant LD-203 filing 7f91318b… lobbying_filings lda:ld2:c6986323-f1f1-4c29-988b-5b43547bdf0c:0
bipartisan defection cluster medium score 24 Requires context Voted against party majority alongside cross-party defectors in 8 roll calls.
Source Record Rationale Link congress_votes congress_house:119:2:157:P000620 Bipartisan defection vote House roll call #157 congress_votes congress_house:119:1:320:P000620 Bipartisan defection vote House roll call #320 congress_votes congress_house:118:1:721:P000620 Bipartisan defection vote House roll call #721
temporal proximity medium score 13 Core $13,425 in contributions landed within 30 days of 75 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:3:P000620 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:2:P000620 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:31:P000620 Vote near contribution window House roll call #31 congress_votes congress_house:119:2:4:P000620 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:30:P000620
vote deviation medium score 10 Under review $100 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:4030920261411557179 Contribution row used in funding profile FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411557094 Contribution row used in funding profile FEC receipt 40309202… fec_contributions fec_contribution:sub:4030920261411557022 Contribution row used in funding profile FEC receipt 40309202…
vote party alignment low score 10 Core Votes with Democrats 97% of the time — 9 breaks from the majority across 285 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:78:P000620 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:P000620 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:P000620 Scored vote row House roll call #77
Generated by Cooked on July 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.