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.
temporal proximity high score 100 Core $101,779 in contributions landed within 30 days of 108 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:55:G000587 Vote near contribution window House roll call #55 congress_votes congress_house:119:2:49:G000587 Vote near contribution window House roll call #49 congress_votes congress_house:119:2:54:G000587 Vote near contribution window House roll call #54 congress_votes congress_house:119:2:56:G000587 Vote near contribution window House roll call #56 congress_votes congress_house:119:2:50:G000587 Vote near contribution window House roll call #50 fec_contributions fec_contribution:sub:4031420261423408426
issue overlap medium score 100 Requires context Government Operations, Finance & Banking, Healthcare appear in both lobbying filings and campaign contributions — $92,275 in overlapping funding across 265 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411484132 Contribution in overlapping issue area FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411484112 Contribution in overlapping issue area FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411484139 Contribution in overlapping issue area FEC receipt 40306202…
employer cluster giving medium score 96 Core 12 distinct contributors from ALLEN BOONE HUMPHRIES ROBINSON LLP gave $3,046 in the 2026 cycle.
Source Record Rationale Link fec_contributions fec_contribution:sub:4121720251299001001 Contribution from employer cluster FEC receipt 41217202… fec_contributions fec_contribution:sub:4121720251299000997 Contribution from employer cluster FEC receipt 41217202… fec_contributions fec_contribution:sub:4121720251299001000 Contribution from employer cluster FEC receipt 41217202… fec_contributions fec_contribution:sub:4121720251299000999 Contribution from employer cluster FEC receipt 41217202…
peer anomaly medium score 92 Core Outlier among House Democrat (n=302) on Outside spend ratio — max deviation 4.6 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030620261411484139 Contribution row for feature vector FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411484112 Contribution row for feature vector FEC receipt 40306202…
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:118:2:77:G000587 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:78:G000587 Vote on bill with coordinated lobbying pressure House roll call #78 congress_votes congress_house:118:2:80:G000587 Vote on bill with coordinated lobbying pressure House roll call #80
vote deviation medium score 68 Under review $62,675 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:4030620261411484112 Contribution row used in funding profile FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411484139 Contribution row used in funding profile FEC receipt 40306202… fec_contributions fec_contribution:sub:4030620261411484132 Contribution row used in funding profile FEC receipt 40306202…
outside spend spike medium score 60 Core $1,003,476 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4022020261309988098 Outside spending row FEC expenditure 40220202… fec_independent_expenditures fec_independent_expenditure:sub:4021820261309017052 Outside spending row FEC expenditure 40218202… fec_independent_expenditures fec_independent_expenditure:sub:4021920261309491071 Outside spending row FEC expenditure 40219202… fec_independent_expenditures fec_independent_expenditure:sub:4021920261309491067 Outside spending row
pre vote surge medium score 51 Requires context $33,309 in contributions in the 14 days before a vote on "On Passage" (Thu Feb 12 2026 00:00:00 GMT+0000 (Coordinated Universal Time)) — 3.4x the baseline daily rate.
Source Record Rationale Link congress_votes congress_house:119:2:70:G000587 Vote with pre-vote contribution surge House roll call #70 fec_contributions fec_contribution:sub:4031420261423408414 Contribution in pre-vote surge window FEC receipt 40314202… fec_contributions fec_contribution:sub:4031420261423408409 Contribution in pre-vote surge window FEC receipt 40314202… fec_contributions fec_contribution:sub:4031420261423408415 Contribution in pre-vote surge window FEC receipt 40314202…
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…
lobby donate overlap medium score 25 Requires context Lobby-donate overlap: 3 client-employer overlaps and 2 dual-path registrants — $6,000 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4121720251299001097 Contribution from convergent employer FEC receipt 41217202… fec_contributions fec_contribution:sub:4042920251187862447 Contribution from convergent employer FEC receipt 40429202… fec_contributions fec_contribution:sub:4091220251291084770 Contribution from convergent employer FEC receipt 40912202… lda_203_contributions lda:ld203:91e1e81a-dfaf-4e47-b574-f720c83f8103 LD-203 contribution from dual-path registrant
vote party alignment low score 10 Core Votes with Democrats 100% of the time — 1 break from the majority across 224 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:77:G000587 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:G000587 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:G000587 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.