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 92 Requires context Healthcare, Taxation, Government Operations appear in both lobbying filings and campaign contributions — $3,178 in overlapping funding across 215 lobbying filings.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030420261386053203 Contribution in overlapping issue area FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386053211 Contribution in overlapping issue area FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386053194 Contribution in overlapping issue area FEC receipt 40304202…
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:O000086 Vote on bill with coordinated lobbying pressure House roll call #77 congress_votes congress_house:118:2:80:O000086 Vote on bill with coordinated lobbying pressure House roll call #80 congress_votes congress_house:118:2:78:O000086 Vote on bill with coordinated lobbying pressure House roll call #78
peer anomaly high score 70 Core Outlier among House Republican (n=300) on Top contributor share, Funding HHI — max deviation 3.5 sigma from peer average.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030420261386053194 Contribution row for feature vector FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386053203 Contribution row for feature vector FEC receipt 40304202…
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:ld2:1462f1c5-80f9-4f0f-bbc4-77f8b8445354:0 Lobbying filing from captured registrant LDA filing 1462f1c5… lobbying_filings lda:ld2:7c651ae4-0a98-48a0-829a-6c1943dd6113:3 Lobbying filing from captured registrant LDA filing 7c651ae4…
funding concentration hhi medium score 19 Core Chad Shumway accounts for 37% of contributions.
Source Record Rationale Link fec_contributions fec_contribution:sub:4030420261386053203 Top contributor row FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386053810 Top contributor row FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386053894 Top contributor row FEC receipt 40304202…
vote party alignment low score 10 Core Votes with Republicans 97% of the time — 7 breaks from the majority across 241 roll calls.
Source Record Rationale Link congress_votes congress_house:118:2:77:O000086 Scored vote row House roll call #77 congress_votes congress_house:118:2:78:O000086 Scored vote row House roll call #78 congress_votes congress_house:118:2:79:O000086 Scored vote row House roll call #79
vote deviation medium score 10 Under review $50 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:4030420261386053194 Contribution row used in funding profile FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386053211 Contribution row used in funding profile FEC receipt 40304202… fec_contributions fec_contribution:sub:4030420261386053203 Contribution row used in funding profile FEC receipt 40304202…
temporal proximity medium score 10 Core $5,384 in contributions landed within 30 days of 65 congressional votes.
Source Record Rationale Link congress_votes congress_house:119:2:3:O000086 Vote near contribution window House roll call #3 congress_votes congress_house:119:2:4:O000086 Vote near contribution window House roll call #4 congress_votes congress_house:119:2:10:O000086 Vote near contribution window House roll call #10 congress_votes congress_house:119:2:2:O000086 Vote near contribution window House roll call #2 congress_votes congress_house:119:2:5:O000086
lobby donate overlap low score 10 Requires context Lobby-donate overlap: 1 dual-path registrant — $500 in overlapping contributions.
Source Record Rationale Link lda_203_contributions lda:ld203:63ad2dcc-085c-41c5-856e-f13f8e0d6048 LD-203 contribution from dual-path registrant LD-203 filing 63ad2dcc… lda_203_contributions lda:ld203:ebc48154-2967-408d-aa57-bab42c6ccb6d LD-203 contribution from dual-path registrant LD-203 filing ebc48154… lobbying_filings lda:ld2:61987297-c37e-443a-a4a5-1a78c8686585:0 Lobbying filing from dual-path registrant LDA filing 61987297… lobbying_filings lda:ld2:448bd184-92c0-45b5-aa1c-c385d25880c7:0 Lobbying filing from dual-path registrant
Generated by Cooked on May 9, 2026. Data sourced from FEC.gov, Congress.gov, and LDA Senate public records.