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.
multi registrant bill pressure high score 80 Under review 13 voted bills had coordinated lobbying pressure — Lower Health Care Costs Act, Expanding Access to Capital Act of 2023, Save Our Seas 2.0 Amendments Act were lobbied by up to 461 independent firms.
Source Record Rationale Link congress_votes congress_house:118:2:77:S001208 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:78:S001208 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes senate_roll_call:119:1:644:MI:SLOTKIN Vote on bill with coordinated lobbying pressure Senate vote #644
issue overlap medium score 60 Requires context Education, Agriculture & Food, Technology & Communications appear in both lobbying filings and campaign contributions — $553 in overlapping funding across 102 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030520261411273647 Contribution in overlapping issue area FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411273529 Contribution in overlapping issue area FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411273645 Contribution in overlapping issue area FEC receipt 40305202…
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…
lobby donate overlap medium score 41 Requires context Lobby-donate overlap: 4 dual-path registrants — $4,000 in overlapping contributions.
Source Record Rationale Link lda_203_contributions lda:ld203:5637a6a1-57bd-480f-9bf2-ad3c2e04351b LD-203 contribution from dual-path registrant LD-203 filing 5637a6a1… lda_203_contributions lda:ld203:088f24e3-be41-4747-be06-9e370357d986 LD-203 contribution from dual-path registrant LD-203 filing 088f24e3… lda_203_contributions lda:ld203:4f4eeb54-be61-4939-8fa8-b93a446725ad LD-203 contribution from dual-path registrant LD-203 filing 4f4eeb54… lobbying_filings lda:ld2:b51d5fd8-0941-4ecd-8206-483d80eeed52:0
outside spend spike low score 30 Core $30,458 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4073120251213006008 Outside spending row FEC expenditure 40731202… fec_independent_expenditures fec_independent_expenditure:sub:4072920251212446034 Outside spending row FEC expenditure 40729202… fec_independent_expenditures fec_independent_expenditure:sub:4072120251209833017 Outside spending row FEC expenditure 40721202… fec_independent_expenditures fec_independent_expenditure:sub:4011320261301496119 Outside spending row FEC expenditure 40113202…
vote deviation medium score 29 Under review $160 in contributions came from Agriculture & Food, Government Operations — areas with no matching votes. votes appear in Healthcare, Defense & Security without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030520261411273647 Contribution row used in funding profile FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411273645 Contribution row used in funding profile FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411273529 Contribution row used in funding profile FEC receipt 40305202…
vote party alignment low score 12 Core Votes with Democrats 96% of the time — 9 breaks from the majority across 234 roll calls.
Source Record Rationale Link congress_votes senate_roll_call:119:1:642:MI:SLOTKIN Scored vote row Senate vote #642 congress_votes senate_roll_call:119:1:640:MI:SLOTKIN Scored vote row Senate vote #640 congress_votes senate_roll_call:119:1:641:MI:SLOTKIN Scored vote row Senate vote #641
temporal proximity medium score 11 Core $10,563 in contributions landed within 30 days of 20 congressional votes.
Source Record Rationale Link congress_votes senate_roll_call:119:2:4:MI:SLOTKIN Vote near contribution window Senate vote #4 congress_votes senate_roll_call:119:2:5:MI:SLOTKIN Vote near contribution window Senate vote #5 congress_votes senate_roll_call:119:2:3:MI:SLOTKIN Vote near contribution window Senate vote #3 congress_votes senate_roll_call:119:2:1:MI:SLOTKIN Vote near contribution window Senate vote #1
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.