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 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:118:1:334:IA:ERNST Vote on bill with coordinated lobbying pressure Senate vote #334 congress_votes senate_roll_call:117:2:421:IA:ERNST Vote on bill with coordinated lobbying pressure Senate vote #421 congress_votes senate_roll_call:117:2:403:IA:ERNST Vote on bill with coordinated lobbying pressure Senate vote #403
lobby donate overlap medium score 53 Requires context Lobby-donate overlap: 7 dual-path registrants — $13,800 in overlapping contributions.
Source Record Rationale Link lda_203_contributions lda:ld203:0dbe27b1-8476-414b-8deb-aec14985c0f5 LD-203 contribution from dual-path registrant LD-203 filing 0dbe27b1… lda_203_contributions lda:ld203:880fcd27-5e82-4074-91e7-a14279cfa922 LD-203 contribution from dual-path registrant LD-203 filing 880fcd27… lda_203_contributions lda:ld203:8ee2ccf4-0de7-44c2-943f-be1460217a40 LD-203 contribution from dual-path registrant LD-203 filing 8ee2ccf4… lobbying_filings lda:ld2:febbc0d4-4bbc-44a5-8329-4fe7c34accd6:0
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-6c1943dd6113:3 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…
issue overlap medium score 45 Requires context Government Operations, Finance & Banking, Energy & Environment appear in both lobbying filings and campaign contributions — $0 in overlapping funding across 99 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030520261411363789 Contribution in overlapping issue area FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411363790 Contribution in overlapping issue area FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411363791 Contribution in overlapping issue area FEC receipt 40305202…
peer anomaly medium score 42 Core Outlier among Senate Republican (n=65) on Outside spend ratio — max deviation 2.1 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030520261411363789 Contribution row for feature vector FEC receipt 40305202… fec_contributions fec_contribution:sub:4030520261411363790 Contribution row for feature vector FEC receipt 40305202…
outside spend spike low score 30 Core $30,952 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4070920251208077003 Outside spending row FEC expenditure 40709202… fec_independent_expenditures fec_independent_expenditure:sub:4082220251219296023 Outside spending row FEC expenditure 40822202…
vote party alignment low score 15 Core Votes with Republicans 95% of the time — 10 breaks from the majority across 220 roll calls.
Source Record Rationale Link congress_votes senate_roll_call:117:1:511:IA:ERNST Scored vote row Senate vote #511 congress_votes senate_roll_call:117:1:509:IA:ERNST Scored vote row Senate vote #509 congress_votes senate_roll_call:117:1:510:IA:ERNST Scored vote row Senate vote #510
temporal proximity medium score 10 Core $0 in contributions landed within 30 days of 59 congressional votes.
Source Record Rationale Link congress_votes senate_roll_call:119:1:643:IA:ERNST Vote near contribution window Senate vote #643 congress_votes senate_roll_call:119:1:640:IA:ERNST Vote near contribution window Senate vote #640 congress_votes senate_roll_call:119:1:644:IA:ERNST Vote near contribution window Senate vote #644 congress_votes senate_roll_call:119:1:641:IA:ERNST Vote near contribution window Senate vote #641
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.