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 Technology & Communications, Transportation, Trade & Commerce appear in both lobbying filings and campaign contributions — $8,306 in overlapping funding across 183 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030220261360690235 Contribution in overlapping issue area FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360682780 Contribution in overlapping issue area FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360682781 Contribution in overlapping issue area FEC receipt 40302202…
multi registrant bill pressure high score 80 Under review 13 voted bills had coordinated lobbying pressure — Expanding Access to Capital Act of 2023, Military Construction Authorization Act for Fiscal Year 2024, Standardizing Permitting and Expediting Economic Development Act were lobbied by up to 434 independent firms.
Source Record Rationale Link congress_votes congress_house:118:1:723:J000299 Vote on bill with coordinated lobbying pressure House roll call #723 congress_votes congress_house:118:2:77:J000299 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:78:J000299 Vote on bill with coordinated lobbying pressure House roll call #78
lobby donate overlap high score 63 Requires context Lobby-donate overlap: 1 client-employer overlap and 7 dual-path registrants — $69,500 in overlapping contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030220261360695397 Contribution from convergent employer FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360693020 Contribution from convergent employer FEC receipt 40302202… lda_203_contributions lda:ld203:0dbe27b1-8476-414b-8deb-aec14985c0f5 LD-203 contribution from dual-path registrant LD-203 filing 0dbe27b1… lda_203_contributions lda:ld203:19b83b9d-4788-4490-bcb9-52bb2c95bb0a
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…
peer anomaly medium score 42 Core Outlier among House Republican (n=300) on Top contributor share — max deviation 2.1 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030220261360682780 Contribution row for feature vector FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360690235 Contribution row for feature vector FEC receipt 40302202…
temporal proximity medium score 28 Core $27,920 in contributions landed within 30 days of 43 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:4:J000299 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:10:J000299 Vote near contribution window House roll call #10 congress_votes congress_house:119:2:2:J000299 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:3:J000299 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:5:J000299
vote party alignment low score 10 Core Votes with Republicans 98% of the time — 4 breaks from the majority across 205 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:J000299 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:J000299 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:J000299 Scored vote row House roll call #78
outside spend spike low score 10 Core $2 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4120120251295934002 Outside spending row FEC expenditure 41201202…
vote deviation medium score 10 Under review $112 in contributions came from Trade & Commerce, Finance & Banking — areas with no matching votes. votes appear in Social Policy, Taxation without matching funding.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030220261360682781 Contribution row used in funding profile FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360690235 Contribution row used in funding profile FEC receipt 40302202… fec_contributions fec_contribution:sub:4030220261360682780 Contribution row used in funding profile FEC receipt 40302202…
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.