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, Technology & Communications appear in both lobbying filings and campaign contributions — $67,448 in overlapping funding across 231 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4043020261484735907 Contribution in overlapping issue area FEC receipt 40430202… fec_contributions fec_contribution:sub:4043020261484717488 Contribution in overlapping issue area FEC receipt 40430202… fec_contributions fec_contribution:sub:4043020261484735905 Contribution in overlapping issue area FEC receipt 40430202…
temporal proximity high score 100 Core $149,965 in contributions landed within 30 days of 69 congressional votes.
Source Record Rationale Link congress_votes senate_roll_call:119:2:4:GA:OSSOFF Vote near contribution window Senate vote #4 congress_votes senate_roll_call:119:2:5:GA:OSSOFF Vote near contribution window Senate vote #5 congress_votes senate_roll_call:119:2:2:GA:OSSOFF Vote near contribution window Senate vote #2 congress_votes senate_roll_call:119:2:3:GA:OSSOFF Vote near contribution window Senate vote #3
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:GA:OSSOFF Vote on bill with coordinated lobbying pressure Senate vote #334 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
pre vote surge medium score 66 Requires context $102,277 in contributions in the 14 days before a vote on "Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense" (Mon Jan 05 2026 00:00:00 GMT+0000 (Coordinated Universal Time)) — 4.4x the baseline daily rate.
Source Record Rationale Link congress_votes senate_roll_call:119:2:1:GA:OSSOFF Vote with pre-vote contribution surge Senate vote #1 fec_contributions fec_contribution:sub:4021320261308626308 Contribution in pre-vote surge window FEC receipt 40213202… fec_contributions fec_contribution:sub:4021320261308626304 Contribution in pre-vote surge window FEC receipt 40213202… fec_contributions fec_contribution:sub:4021320261308626306 Contribution in pre-vote surge window
outside spend spike medium score 60 Core $951,619 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4040120261434889087 Outside spending row FEC expenditure 40401202… fec_independent_expenditures fec_independent_expenditure:sub:4040220261434936011 Outside spending row FEC expenditure 40402202… fec_independent_expenditures fec_independent_expenditure:sub:4040120261434889060 Outside spending row FEC expenditure 40401202… fec_independent_expenditures fec_independent_expenditure:sub:4040120261434889078 Outside spending row FEC expenditure 40401202…
contribution velocity spike medium score 52 Requires context Contribution spike detected: $102,277 in a 30-day window (Wed Dec 31 2025 00:00:00 GMT+0000 (Coordinated Universal Time) to Wed Dec 31 2025 00:00:00 GMT+0000 (Coordinated Universal Time)), 2.6 sigma above the baseline average of $33,870.
Source Record Rationale Link fec_contributions fec_contribution:sub:4021320261308626304 Contribution in peak velocity window FEC receipt 40213202… fec_contributions fec_contribution:sub:4021320261308626310 Contribution in peak velocity window FEC receipt 40213202… fec_contributions fec_contribution:sub:4021320261308626312 Contribution in peak velocity window FEC receipt 40213202… fec_contributions fec_contribution:sub:4021320261308626308 Contribution in peak velocity window
peer anomaly medium score 52 Core Outlier among Senate Democrat (n=56) on Outside spend ratio — max deviation 2.6 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4043020261484735907 Contribution row for feature vector FEC receipt 40430202… fec_contributions fec_contribution:sub:4043020261484717488 Contribution row for feature vector FEC receipt 40430202…
lobby donate overlap medium score 50 Requires context Lobby-donate overlap: 12 client-employer overlaps and 2 dual-path registrants — $2,278 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4043020261484722696 Contribution from convergent employer FEC receipt 40430202… fec_contributions fec_contribution:sub:4043020261484734175 Contribution from convergent employer FEC receipt 40430202… fec_contributions fec_contribution:sub:4043020261484732278 Contribution from convergent employer FEC receipt 40430202… fec_contributions fec_contribution:sub:4043020261484734075 Contribution from convergent employer FEC receipt 40430202…
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:ld2:1462f1c5-80f9-4f0f-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…
vote deviation medium score 37 Under review $24,713 in contributions came from Government Operations, Technology & Communications — areas with no matching votes. votes appear in Defense & Security, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4043020261484717488 Contribution row used in funding profile FEC receipt 40430202… fec_contributions fec_contribution:sub:4043020261484735905 Contribution row used in funding profile FEC receipt 40430202… fec_contributions fec_contribution:sub:4043020261484735907 Contribution row used in funding profile FEC receipt 40430202…
bipartisan defection cluster medium score 21 Requires context Voted against party majority alongside cross-party defectors in 7 roll calls.
Source Record Rationale Link congress_votes senate_roll_call:119:2:224:GA:OSSOFF Bipartisan defection vote Senate vote #224 congress_votes senate_roll_call:117:2:412:GA:OSSOFF Bipartisan defection vote Senate vote #412 congress_votes senate_roll_call:119:2:247:GA:OSSOFF Bipartisan defection vote Senate vote #247
vote party alignment low score 10 Core Votes with Democrats 97% of the time — 13 breaks from the majority across 373 roll calls.
Source Record Rationale Link congress_votes senate_roll_call:117:1:509:GA:OSSOFF Scored vote row Senate vote #509 congress_votes senate_roll_call:117:1:510:GA:OSSOFF Scored vote row Senate vote #510 congress_votes senate_roll_call:117:1:511:GA:OSSOFF Scored vote row Senate vote #511
Generated by Cooked on October 22, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.