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.
peer anomaly high score 100 Core Outlier among House Democrat (n=304) on Funding HHI, Top contributor share — max deviation 5.8 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420771728 Contribution row for feature vector FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420771620 Contribution row for feature vector FEC receipt 40311202…
issue overlap medium score 91 Requires context Technology & Communications, Finance & Banking, Education appear in both lobbying filings and campaign contributions — $1,600 in overlapping funding across 195 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420771620 Contribution in overlapping issue area FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420771844 Contribution in overlapping issue area FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420771728 Contribution in overlapping issue area FEC receipt 40311202…
multi registrant bill pressure high score 80 Under review 20 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:118:2:80:P000617 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:78:P000617 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:77:P000617 Vote on bill with coordinated lobbying pressure House roll call #77
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:ld2:1462f1c5-80f9-4f0f-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… lobbying_filings lda:ld2:178319a7-dc7c-4516-892b-911ec2ab1577:0 Lobbying filing from captured registrant LDA filing 178319a7…
bipartisan defection cluster medium score 30 Requires context Voted against party majority alongside cross-party defectors in 11 roll calls.
Source Record Rationale Link congress_votes congress_house:118:1:723:P000617 Bipartisan defection vote House roll call #723 congress_votes congress_house:118:1:697:P000617 Bipartisan defection vote House roll call #697 congress_votes congress_house:119:2:286:P000617 Bipartisan defection vote House roll call #286
funding concentration hhi low score 14 Core Mark Maloney accounts for 26% of contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420771544 Top contributor row FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420771079 Top contributor row FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420771207 Top contributor row FEC receipt 40311202…
temporal proximity medium score 14 Core $14,436 in contributions landed within 30 days of 75 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:30:P000617 Vote near contribution window House roll call #30 congress_votes congress_house:119:2:4:P000617 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:2:P000617 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:3:P000617 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:31:P000617
vote party alignment low score 12 Core Votes with Democrats 96% of the time — 14 breaks from the majority across 352 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:78:P000617 Scored vote row House roll call #78 congress_votes congress_house:118:2:77:P000617 Scored vote row House roll call #77 congress_votes congress_house:118:2:79:P000617 Scored vote row House roll call #79
vote deviation medium score 10 Under review $25 in contributions came from Government Operations — areas with no matching votes. votes appear in Transportation, Social Policy without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420771844 Contribution row used in funding profile FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420771728 Contribution row used in funding profile FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420771620 Contribution row used in funding profile FEC receipt 40311202…
Generated by Cooked on September 6, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.