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 Finance & Banking, Government Operations, Trade & Commerce appear in both lobbying filings and campaign contributions — $60,052 in overlapping funding across 149 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021320261308626306 Contribution in overlapping issue area FEC receipt 40213202… fec_contributions fec_contribution:sub:4021320261308626304 Contribution in overlapping issue area FEC receipt 40213202… fec_contributions fec_contribution:sub:4021320261308626308 Contribution in overlapping issue area FEC receipt 40213202…
temporal proximity high score 100 Core $102,277 in contributions landed within 30 days of 20 congressional votes.
Source Record Rationale Link congress_votes senate_roll_call:119:2:5:GA:OSSOFF Vote near contribution window Senate vote #5 congress_votes senate_roll_call:119:2:3:GA:OSSOFF Vote near contribution window Senate vote #3 congress_votes senate_roll_call:119:2:2:GA:OSSOFF Vote near contribution window Senate vote #2 congress_votes senate_roll_call:119:2:4:GA:OSSOFF Vote near contribution window Senate vote #4
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:117:2:403:GA:OSSOFF Vote on bill with coordinated lobbying pressure Senate vote #403 congress_votes senate_roll_call:117:2:421:GA:OSSOFF Vote on bill with coordinated lobbying pressure Senate vote #421 congress_votes senate_roll_call:118:1:334:GA:OSSOFF Vote on bill with coordinated lobbying pressure Senate vote #334
outside spend spike medium score 58 Core $822,159 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4031220261421388187 Outside spending row FEC expenditure 40312202… fec_independent_expenditures fec_independent_expenditure:sub:4031220261421388135 Outside spending row FEC expenditure 40312202… fec_independent_expenditures fec_independent_expenditure:sub:4061820251206123015 Outside spending row FEC expenditure 40618202… fec_independent_expenditures fec_independent_expenditure:sub:4042520251186688056 Outside spending row FEC expenditure 40425202…
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:ld2:7c651ae4-0a98-48a0-829a-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…
vote deviation medium score 44 Under review $26,715 in contributions came from Education, Trade & Commerce — areas with no matching votes. votes appear in Defense & Security, Energy & Environment without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021320261308626306 Contribution row used in funding profile FEC receipt 40213202… fec_contributions fec_contribution:sub:4021320261308626308 Contribution row used in funding profile FEC receipt 40213202… fec_contributions fec_contribution:sub:4021320261308626304 Contribution row used in funding profile FEC receipt 40213202…
peer anomaly medium score 42 Core Outlier among Senate Democrat (n=56) on Outside spend ratio — max deviation 2.1 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021320261308626304 Contribution row for feature vector FEC receipt 40213202… fec_contributions fec_contribution:sub:4021320261308626306 Contribution row for feature vector FEC receipt 40213202…
lobby donate overlap low score 20 Requires context Lobby-donate overlap: 1 client-employer overlap and 2 dual-path registrants — $1,700 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021320261308629896 Contribution from convergent employer FEC receipt 40213202… lda_203_contributions lda:ld203:8258deb8-1864-4fb3-b032-a672bf98cd01 LD-203 contribution from dual-path registrant LD-203 filing 8258deb8… lda_203_contributions lda:ld203:4864ceed-e4e0-4b28-b97b-2025165403f2 LD-203 contribution from dual-path registrant LD-203 filing 4864ceed… lda_203_contributions lda:ld203:7634d291-cb4c-481f-956c-2c0edc131fb9
vote party alignment low score 10 Core Votes with Democrats 97% of the time — 8 breaks from the majority across 230 roll calls.
Source Record Rationale Link congress_votes senate_roll_call:117:1:511:GA:OSSOFF Scored vote row Senate vote #511 congress_votes senate_roll_call:117:1:510:GA:OSSOFF Scored vote row Senate vote #510 congress_votes senate_roll_call:117:1:509:GA:OSSOFF Scored vote row Senate vote #509
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.