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 97 Requires context Education, Healthcare, Government Operations appear in both lobbying filings and campaign contributions — $14,825 in overlapping funding across 222 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4112520251294814083 Contribution in overlapping issue area FEC receipt 41125202… fec_contributions fec_contribution:sub:4112520251294814058 Contribution in overlapping issue area FEC receipt 41125202… fec_contributions fec_contribution:sub:4112520251294814103 Contribution in overlapping issue area FEC receipt 41125202…
multi registrant bill pressure high score 80 Under review 18 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:A000370 Vote on bill with coordinated lobbying pressure House roll call #673 congress_votes congress_house:118:1:723:A000370 Vote on bill with coordinated lobbying pressure House roll call #723 congress_votes congress_house:118:1:672:A000370 Vote on bill with coordinated lobbying pressure House roll call #672
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:ld2:1462f1c5-80f9-4f0f-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…
vote deviation medium score 20 Under review $2,900 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:4112520251294814058 Contribution row used in funding profile FEC receipt 41125202… fec_contributions fec_contribution:sub:4112520251294814083 Contribution row used in funding profile FEC receipt 41125202… fec_contributions fec_contribution:sub:4112520251294814103 Contribution row used in funding profile FEC receipt 41125202…
lobby donate overlap low score 17 Requires context Lobby-donate overlap: 2 client-employer overlaps and 1 dual-path registrant — $6,250 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031020261420531940 Contribution from convergent employer FEC receipt 40310202… fec_contributions fec_contribution:sub:4112520251294814097 Contribution from convergent employer FEC receipt 41125202… fec_contributions fec_contribution:sub:4031320261422694990 Contribution from convergent employer FEC receipt 40313202… lda_203_contributions lda:ld203:d9a8af5e-6cec-4641-ba5e-e9b5140f7fbb LD-203 contribution from dual-path registrant
vote party alignment low score 10 Core Votes with Democrats 99% of the time — 2 breaks from the majority across 337 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:78:A000370 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:A000370 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:A000370 Scored vote row House roll call #77
outside spend spike low score 10 Core $10 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4031220261421388301 Outside spending row FEC expenditure 40312202…
temporal proximity medium score 10 Core $7,975 in contributions landed within 30 days of 120 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:49:A000370 Vote near contribution window House roll call #49 congress_votes congress_house:119:2:35:A000370 Vote near contribution window House roll call #35 congress_votes congress_house:119:2:33:A000370 Vote near contribution window House roll call #33 congress_votes congress_house:119:2:34:A000370 Vote near contribution window House roll call #34 congress_votes congress_house:119:2:36:A000370
Generated by Cooked on July 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.