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 Healthcare, Education, Trade & Commerce appear in both lobbying filings and campaign contributions — $3,994 in overlapping funding across 389 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021920261309161118 Contribution in overlapping issue area FEC receipt 40219202… fec_contributions fec_contribution:sub:4021920261309161247 Contribution in overlapping issue area FEC receipt 40219202… fec_contributions fec_contribution:sub:4021920261309163462 Contribution in overlapping issue area FEC receipt 40219202…
multi registrant bill pressure high score 80 Under review 17 voted bills had coordinated lobbying pressure — Expanding Access to Capital Act of 2023, Save Our Seas 2.0 Amendments Act, Department of Education Appropriations Act, 2024 were lobbied by up to 434 independent firms.
Source Record Rationale Link congress_votes congress_house:118:2:78:O000173 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:77:O000173 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:80:O000173 Vote on bill with coordinated lobbying pressure House roll call #80
lobby donate overlap medium score 50 Requires context Lobby-donate overlap: 12 client-employer overlaps — $587 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021920261309160011 Contribution from convergent employer FEC receipt 40219202… fec_contributions fec_contribution:sub:4021920261309163976 Contribution from convergent employer FEC receipt 40219202… fec_contributions fec_contribution:sub:4021920261309158458 Contribution from convergent employer FEC receipt 40219202… fec_contributions fec_contribution:sub:4021920261309162880 Contribution from convergent employer FEC receipt 40219202…
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:ld2:1462f1c5-80f9-4f0f-bbc4-77f8b8445354:0 Lobbying filing from captured registrant LDA filing 1462f1c5… lobbying_filings lda:ld2:7c651ae4-0a98-48a0-829a-6c1943dd6113:3 Lobbying filing from captured registrant LDA filing 7c651ae4…
temporal proximity medium score 39 Core $38,644 in contributions landed within 30 days of 65 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:2:O000173 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:4:O000173 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:10:O000173 Vote near contribution window House roll call #10 congress_votes congress_house:119:2:3:O000173 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:5:O000173
vote deviation medium score 26 Under review $1,035 in contributions came from Trade & Commerce, Government Operations — areas with no matching votes. votes appear in Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021920261309161247 Contribution row used in funding profile FEC receipt 40219202… fec_contributions fec_contribution:sub:4021920261309161118 Contribution row used in funding profile FEC receipt 40219202… fec_contributions fec_contribution:sub:4021920261309163462 Contribution row used in funding profile FEC receipt 40219202…
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:118:1:723:O000173 Bipartisan defection vote House roll call #723 congress_votes congress_house:119:2:155:O000173 Bipartisan defection vote House roll call #155 congress_votes congress_house:118:1:697:O000173 Bipartisan defection vote House roll call #697
outside spend spike low score 11 Core $3,737 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4121020251298122014 Outside spending row FEC expenditure 41210202… fec_independent_expenditures fec_independent_expenditure:sub:4091720251291320002 Outside spending row FEC expenditure 40917202…
vote party alignment low score 10 Core Votes with Democrats 97% of the time — 7 breaks from the majority across 238 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:78:O000173 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:O000173 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:O000173 Scored vote row House roll call #77
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.