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 Education, Technology & Communications, Government Operations appear in both lobbying filings and campaign contributions — $3,219 in overlapping funding across 259 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4050120261498775006 Contribution in overlapping issue area FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498767602 Contribution in overlapping issue area FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498767372 Contribution in overlapping issue area FEC receipt 40501202…
temporal proximity high score 86 Core $86,239 in contributions landed within 30 days of 75 congressional votes.
Source Record Rationale Link congress_votes senate_roll_call:119:2:104:MI:SLOTKIN Vote near contribution window Senate vote #104 congress_votes senate_roll_call:119:2:99:MI:SLOTKIN Vote near contribution window Senate vote #99 congress_votes senate_roll_call:119:2:105:MI:SLOTKIN Vote near contribution window Senate vote #105 congress_votes senate_roll_call:119:2:100:MI:SLOTKIN Vote near contribution window Senate vote #100
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 senate_roll_call:119:1:644:MI:SLOTKIN Vote on bill with coordinated lobbying pressure Senate vote #644 congress_votes congress_house:118:2:78:S001208 Vote on bill with coordinated lobbying pressure House roll call #78
pre vote surge medium score 73 Requires context $65,334 in contributions in the 14 days before a vote on "Motion to Invoke Cloture: John Thomas Shepherd to be U.S. District Judge for the Western District of Arkansas" (Mon Apr 13 2026 00:00:00 GMT+0000 (Coordinated Universal Time)) — 4.9x the baseline daily rate.
Source Record Rationale Link congress_votes senate_roll_call:119:2:75:MI:SLOTKIN Vote with pre-vote contribution surge Senate vote #75 fec_contributions fec_contribution:sub:4050120261498767641 Contribution in pre-vote surge window FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498767673 Contribution in pre-vote surge window FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498767492 Contribution in pre-vote surge window
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 48 Requires context Lobby-donate overlap: 6 client-employer overlaps and 4 dual-path registrants — $4,390 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4050120261498774712 Contribution from convergent employer FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498770134 Contribution from convergent employer FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498769942 Contribution from convergent employer FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498770504 Contribution from convergent employer FEC receipt 40501202…
post vote reward medium score 39 Requires context $75,676 in contributions in the 30 days after a vote on "Motion to table the motion to refer the House message to accompany S. 1383 to the Committee on Rules and Administration with instructions" (Tue Mar 24 2026 00:00:00 GMT+0000 (Coordinated Universal Time)) — 2.6x the baseline daily rate.
Source Record Rationale Link congress_votes senate_roll_call:119:2:68:MI:SLOTKIN Vote with post-vote contribution reward Senate vote #68 fec_contributions fec_contribution:sub:4050120261498775006 Contribution in post-vote reward window FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498767602 Contribution in post-vote reward window FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498767372
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:4072920251212446034 Outside spending row FEC expenditure 40729202… fec_independent_expenditures fec_independent_expenditure:sub:4052120251203674118 Outside spending row FEC expenditure 40521202… fec_independent_expenditures fec_independent_expenditure:sub:4011320261301496119 Outside spending row FEC expenditure 40113202… fec_independent_expenditures fec_independent_expenditure:sub:4073120251213006008 Outside spending row FEC expenditure 40731202…
vote deviation medium score 22 Under review $720 in contributions came from Government Operations, Agriculture & Food — areas with no matching votes. votes appear in Defense & Security, Transportation without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4050120261498767602 Contribution row used in funding profile FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498767372 Contribution row used in funding profile FEC receipt 40501202… fec_contributions fec_contribution:sub:4050120261498775006 Contribution row used in funding profile FEC receipt 40501202…
vote party alignment low score 10 Core Votes with Democrats 97% of the time — 11 breaks from the majority across 349 roll calls.
Source Record Rationale Link congress_votes senate_roll_call:119:1:641:MI:SLOTKIN Scored vote row Senate vote #641 congress_votes senate_roll_call:119:1:640:MI:SLOTKIN Scored vote row Senate vote #640 congress_votes senate_roll_call:119:1:642:MI:SLOTKIN Scored vote row Senate vote #642
Generated by Cooked on September 6, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.