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 92 Requires context Government Operations, Healthcare, Education appear in both lobbying filings and campaign contributions — $4,255 in overlapping funding across 180 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031020261420658416 Contribution in overlapping issue area FEC receipt 40310202… fec_contributions fec_contribution:sub:4031020261420658981 Contribution in overlapping issue area FEC receipt 40310202… fec_contributions fec_contribution:sub:4031020261420658769 Contribution in overlapping issue area FEC receipt 40310202…
multi registrant bill pressure high score 80 Under review 15 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:S001226 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:80:S001226 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:78:S001226 Vote on bill with coordinated lobbying pressure House roll call #78
lobby donate overlap medium score 52 Requires context Lobby-donate overlap: 15 dual-path registrants — $9,667 in overlapping contributions.
Source Record Rationale Link lda_203_contributions lda:ld203:45356492-1a21-41b2-adf4-cc24bd2168c9 LD-203 contribution from dual-path registrant LD-203 filing 45356492… lda_203_contributions lda:ld203:91e1e81a-dfaf-4e47-b574-f720c83f8103 LD-203 contribution from dual-path registrant LD-203 filing 91e1e81a… lda_203_contributions lda:ld203:908ac9b1-0112-4653-ab77-1abeb241e9e9 LD-203 contribution from dual-path registrant LD-203 filing 908ac9b1… lobbying_filings lda:ld2:ad79b89c-bb1b-4552-9e40-56bc4867c24c:1
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 46 Under review $1,950 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:4031020261420658416 Contribution row used in funding profile FEC receipt 40310202… fec_contributions fec_contribution:sub:4031020261420658981 Contribution row used in funding profile FEC receipt 40310202… fec_contributions fec_contribution:sub:4031020261420658769 Contribution row used in funding profile FEC receipt 40310202…
peer anomaly high score 42 Core Outlier among House Democrat (n=302) on Top contributor share, Funding HHI — max deviation 2.1 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4031020261420658769 Contribution row for feature vector FEC receipt 40310202… fec_contributions fec_contribution:sub:4031020261420658981 Contribution row for feature vector FEC receipt 40310202…
temporal proximity medium score 18 Core $17,778 in contributions landed within 30 days of 65 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:4:S001226 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:3:S001226 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:1:S001226 Vote near contribution window House roll call #1 congress_votes congress_house:119:2:10:S001226 Vote near contribution window House roll call #10 congress_votes congress_house:119:2:2:S001226
vote party alignment low score 12 Core Votes with Democrats 96% of the time — 8 breaks from the majority across 208 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:79:S001226 Scored vote row House roll call #79 congress_votes congress_house:118:2:77:S001226 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:S001226 Scored vote row House roll call #78
outside spend spike low score 10 Core $243 in outside spending on record.
Source Record Rationale Link fec_independent_expenditures fec_independent_expenditure:sub:4061820251206123010 Outside spending row FEC expenditure 40618202… fec_independent_expenditures fec_independent_expenditure:sub:4042520251186688050 Outside spending row FEC expenditure 40425202… fec_independent_expenditures fec_independent_expenditure:sub:4052020251203294008 Outside spending row FEC expenditure 40520202… fec_independent_expenditures fec_independent_expenditure:sub:4022020251177631051 Outside spending row FEC expenditure 40220202…
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.