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.
issue overlap medium score 88 Requires context Finance & Banking, Agriculture & Food, Government Operations appear in both lobbying filings and campaign contributions — $26,250 in overlapping funding across 159 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420903246 Contribution in overlapping issue area FEC receipt 40311202… fec_contributions fec_contribution:sub:4011220261301025720 Contribution in overlapping issue area FEC receipt 40112202… fec_contributions fec_contribution:sub:4011220261301025715 Contribution in overlapping issue area FEC receipt 40112202…
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:C001068 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:77:C001068 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:80:C001068 Vote on bill with coordinated lobbying pressure House roll call #80
contribution velocity spike high score 66 Requires context Contribution spike detected: $18,500 in a 30-day window (Mon Nov 10 2025 00:00:00 GMT+0000 (Coordinated Universal Time) to Sat Dec 06 2025 00:00:00 GMT+0000 (Coordinated Universal Time)), 3.3 sigma above the baseline average of $4,554.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031120261420903247 Contribution in peak velocity window FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420903248 Contribution in peak velocity window FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420903250 Contribution in peak velocity window FEC receipt 40311202… fec_contributions fec_contribution:sub:4031120261420903251 Contribution in peak velocity window
peer anomaly medium score 52 Core Outlier among House Democrat (n=302) on Funding HHI — max deviation 2.6 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4011220261301025720 Contribution row for feature vector FEC receipt 40112202… fec_contributions fec_contribution:sub:4011220261301025715 Contribution row for feature vector FEC receipt 40112202…
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…
vote deviation medium score 18 Under review $4,750 in contributions came from Government Operations — areas with no matching votes. votes appear in Technology & Communications, Transportation without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4011220261301025720 Contribution row used in funding profile FEC receipt 40112202… fec_contributions fec_contribution:sub:4011220261301025715 Contribution row used in funding profile FEC receipt 40112202… fec_contributions fec_contribution:sub:4031120261420903246 Contribution row used in funding profile FEC receipt 40311202…
temporal proximity medium score 10 Core $7,250 in contributions landed within 30 days of 69 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:1:187:C001068 Vote near contribution window House roll call #187 congress_votes congress_house:119:1:189:C001068 Vote near contribution window House roll call #189 congress_votes congress_house:119:1:188:C001068 Vote near contribution window House roll call #188 congress_votes congress_house:119:1:347:C001068 Vote near contribution window House roll call #347 congress_votes
lobby donate overlap low score 10 Requires context Lobby-donate overlap: 1 client-employer overlap and 1 dual-path registrant — $2,000 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4072920251212181100 Contribution from convergent employer FEC receipt 40729202… lda_203_contributions lda:ld203:f2f9c064-68e4-495a-9be9-36b6c5a92791 LD-203 contribution from dual-path registrant LD-203 filing f2f9c064… lobbying_filings lda:ld2:0100e1d4-dce8-4738-961f-eb0cb29b5ac2:1 Lobbying filing from dual-path registrant LDA filing 0100e1d4… lobbying_filings lda:ld2:94e3e01a-7026-4773-8a18-1964b4a72335:1 Lobbying filing from dual-path registrant
vote party alignment low score 10 Core Votes with Democrats 98% of the time — 5 breaks from the majority across 237 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:77:C001068 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:C001068 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:C001068 Scored vote row House roll call #79
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.