Data Coverage votes: complete lobbying: missing bill linkage: partial finance receipts: complete finance spending: complete independent expenditures: exhausted
Profile completeness: 58%
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. Independent expenditures returned no records after repeated attempts. Unavailable Data The following data sources were not available for this politician: Lobbying disclosure (LD-2) filings.
vote deviation medium score 85 Under review $3,250 in contributions came from Government Operations, Trade & Commerce — areas with no matching votes. votes appear in Transportation, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411446729 Contribution row used in funding profile FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411446763 Contribution row used in funding profile FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411446751 Contribution row used in funding profile FEC receipt 40306202…
contribution velocity spike high score 84 Requires context Contribution spike detected: $5,420 in a 30-day window (Tue Jun 10 2025 00:00:00 GMT+0000 (Coordinated Universal Time) to Thu Jul 10 2025 00:00:00 GMT+0000 (Coordinated Universal Time)), 4.2 sigma above the baseline average of $1,044.
Source Record Rationale Link fec_contributions fec_contribution:sub:4091620251291187412 Contribution in peak velocity window FEC receipt 40916202… fec_contributions fec_contribution:sub:4091620251291187420 Contribution in peak velocity window FEC receipt 40916202… fec_contributions fec_contribution:sub:4091620251291187407 Contribution in peak velocity window FEC receipt 40916202… fec_contributions fec_contribution:sub:4091620251291187409 Contribution in peak velocity window
multi registrant bill pressure high score 80 Under review 17 voted bills had coordinated lobbying pressure — Expanding Access to Capital Act of 2023, Save Our Seas 2.0 Amendments Act, Department of Education Appropriations Act, 2024 were lobbied by up to 434 independent firms.
Source Record Rationale Link congress_votes congress_house:118:2:78:J000288 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:80:J000288 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:77:J000288 Vote on bill with coordinated lobbying pressure House roll call #77
issue overlap medium score 62 Requires context Government Operations, Technology & Communications, Trade & Commerce appear in both lobbying filings and campaign contributions — $3,826 in overlapping funding across 141 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411446729 Contribution in overlapping issue area FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411446751 Contribution in overlapping issue area FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411446763 Contribution in overlapping issue area FEC receipt 40306202…
peer anomaly high score 56 Core Outlier among House Democrat (n=302) on Funding HHI, Top contributor share — max deviation 2.8 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411446763 Contribution row for feature vector FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411446751 Contribution row for feature vector FEC receipt 40306202…
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…
lobby bill abstention medium score 15 Under review 8% abstention rate on lobbied bills vs 3% overall — 5pp differential across 51 lobbied-bill votes.
Source Record Rationale Link congress_votes congress_house:118:2:78:J000288 Abstained on lobbied bill: Expanding Access to Capital Act of 2023 House roll call #78 congress_votes congress_house:118:2:76:J000288 Abstained on lobbied bill: Expanding Access to Capital Act of 2023 House roll call #76 congress_votes congress_house:118:2:75:J000288 Abstained on lobbied bill: Expanding Access to Capital Act of 2023 House roll call #75 congress_votes congress_house:118:2:77:J000288 Abstained on lobbied bill: Expanding Access to Capital Act of 2023 House roll call #77
temporal proximity medium score 10 Core $6,128 in contributions landed within 30 days of 69 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:186:J000288 Vote near contribution window House roll call #186 congress_votes congress_house:119:1:352:J000288 Vote near contribution window House roll call #352 congress_votes congress_house:119:1:188:J000288 Vote near contribution window House roll call #188 congress_votes congress_house:119:1:189:J000288 Vote near contribution window House roll call #189 congress_votes
vote party alignment low score 10 Core Votes with Democrats 97% of the time — 7 breaks from the majority across 236 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:J000288 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:J000288 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:J000288 Scored vote row House roll call #78
lobby donate overlap low score 10 Requires context Lobby-donate overlap: 1 client-employer overlap — $500 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4122220251299579639 Contribution from convergent employer FEC receipt 41222202…
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.