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.
temporal proximity high score 100 Core $219,947 in contributions landed within 30 days of 99 congressional votes.
Source Record Rationale Link congress_votes senate_roll_call:119:1:624:SD:ROUNDS Vote near contribution window Senate vote #624 congress_votes senate_roll_call:119:1:626:SD:ROUNDS Vote near contribution window Senate vote #626 congress_votes senate_roll_call:119:1:627:SD:ROUNDS Vote near contribution window Senate vote #627 congress_votes senate_roll_call:119:1:625:SD:ROUNDS Vote near contribution window Senate vote #625 congress_votes senate_roll_call:119:1:628:SD:ROUNDS Vote near contribution window Senate vote #628
issue overlap medium score 100 Requires context Finance & Banking, Technology & Communications, Trade & Commerce appear in both lobbying filings and campaign contributions — $252,905 in overlapping funding across 258 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4081120251215774293 Contribution in overlapping issue area FEC receipt 40811202… fec_contributions fec_contribution:sub:4122320251299629420 Contribution in overlapping issue area FEC receipt 41223202… fec_contributions fec_contribution:sub:4122320251299629419 Contribution in overlapping issue area FEC receipt 41223202…
employer cluster giving medium score 88 Core 11 distinct contributors from GOOGLE LLC gave $56,400 in the 2026 cycle.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411491595 Contribution from employer cluster FEC receipt 40306202… fec_contributions fec_contribution:sub:4122320251299629224 Contribution from employer cluster FEC receipt 41223202… fec_contributions fec_contribution:sub:4122320251299629394 Contribution from employer cluster FEC receipt 41223202… fec_contributions fec_contribution:sub:4122320251299629392 Contribution from employer cluster FEC receipt 41223202…
multi registrant bill pressure high score 80 Under review 11 voted bills had coordinated lobbying pressure — Jackie Walorski Maternal and Child Home Visiting Reauthorization Act of 2022, Military Construction Authorization Act for Fiscal Year 2024, Social Security Fairness Act of 2023 were lobbied by up to 461 independent firms.
Source Record Rationale Link congress_votes senate_roll_call:117:2:421:SD:ROUNDS Vote on bill with coordinated lobbying pressure Senate vote #421 congress_votes senate_roll_call:117:2:403:SD:ROUNDS Vote on bill with coordinated lobbying pressure Senate vote #403 congress_votes senate_roll_call:118:1:334:SD:ROUNDS Vote on bill with coordinated lobbying pressure Senate vote #334
lobby donate overlap high score 60 Requires context Lobby-donate overlap: 12 client-employer overlaps and 5 dual-path registrants — $54,993 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4081120251215773976 Contribution from convergent employer FEC receipt 40811202… fec_contributions fec_contribution:sub:4122320251299629396 Contribution from convergent employer FEC receipt 41223202… fec_contributions fec_contribution:sub:4122320251299629398 Contribution from convergent employer FEC receipt 41223202… fec_contributions fec_contribution:sub:4122320251299629236 Contribution from convergent employer FEC receipt 41223202…
pre vote surge medium score 52 Requires context $81,127 in contributions in the 14 days before a vote on "Baldwin Motion to Table Amdt. No. 3947" (Mon Nov 10 2025 00:00:00 GMT+0000 (Coordinated Universal Time)) — 3.5x the baseline daily rate.
Source Record Rationale Link congress_votes senate_roll_call:119:1:612:SD:ROUNDS Vote with pre-vote contribution surge Senate vote #612 fec_contributions fec_contribution:sub:4030620261411491498 Contribution in pre-vote surge window FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411491528 Contribution in pre-vote surge window FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411491500 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:ld2:178319a7-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-6c1943dd6113:0 Lobbying filing from captured registrant LDA filing 7c651ae4…
industry shift medium score 46 Requires context Funding sources shifted between 2024 and 2026 cycles (54% similarity). Top employer in 2024: SELF-EMPLOYED, in 2026: SELF-EMPLOYED.
Source Record Rationale Link fec_contributions fec_contribution:sub:4122320251299629419 Contribution row used in shift analysis FEC receipt 41223202… fec_contributions fec_contribution:sub:4122320251299629253 Contribution row used in shift analysis FEC receipt 41223202… fec_contributions fec_contribution:sub:4122320251299629420 Contribution row used in shift analysis FEC receipt 41223202… fec_contributions fec_contribution:sub:4081120251215774293 Contribution row used in shift analysis FEC receipt 40811202…
vote deviation medium score 41 Under review $102,754 in contributions came from Technology & Communications, Government Operations — areas with no matching votes. votes appear in Education, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4122320251299629419 Contribution row used in funding profile FEC receipt 41223202… fec_contributions fec_contribution:sub:4122320251299629420 Contribution row used in funding profile FEC receipt 41223202… fec_contributions fec_contribution:sub:4081120251215774293 Contribution row used in funding profile FEC receipt 40811202…
outside spend spike low score 39 Core $93,600 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4022420261312368001 Outside spending row FEC expenditure 40224202… fec_independent_expenditures fec_independent_expenditure:sub:4031020261420672025 Outside spending row FEC expenditure 40310202… fec_independent_expenditures fec_independent_expenditure:sub:4022620261359579109 Outside spending row FEC expenditure 40226202… fec_independent_expenditures fec_independent_expenditure:sub:4022020261309988037 Outside spending row FEC expenditure 40220202…
vote party alignment low score 18 Core Votes with Republicans 94% of the time — 22 breaks from the majority across 363 roll calls.
Source Record Rationale Link congress_votes senate_roll_call:117:1:510:SD:ROUNDS Scored vote row Senate vote #510 congress_votes senate_roll_call:117:1:511:SD:ROUNDS Scored vote row Senate vote #511 congress_votes senate_roll_call:117:1:509:SD:ROUNDS Scored vote row Senate vote #509
Generated by Cooked on October 22, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.