Corruption Risk · 4-Vector Breakdown
Corruption isn't just trade-based. Here's the four ways political pressure can flow, scored independently from the public record.
Vector 1 · Personal Enrichment trade-based
Representative Joyce has filed zero trades across all recorded periods, indicating either no personal stock activity or complete abstention from individual securities (`get_sponsor_profile.profile.trading_style`). No sector anomalies exist as there is no trade history to analyze (`get_politician_intelligence.sector_expertise` is empty). His committee jurisdiction and donor base are highly concentrated, but this has not translated into personal market activity.
Trades 5y0
Volume—
Late filing—
Trader typeMinimal activity
Vector 2 · Donor Funding money in
PAC fundraising totals $18.3M over five years, with healthcare (20.0%), pharma (6.9%), and energy (6.4%) as top industry contributors (`get_donor_industry_breakdown.top_industries`). Individual contributions total $3.4M (`get_sponsor_profile.profile.total_indiv_raised_usd`). The donor-to-committee alignment score is 68 (`get_sponsor_profile.profile.donor_to_committee_alignment_score`), indicating strong structural overlap between his Energy and Commerce Committee roles and his funding sources.
PAC raised$18.3M
Individual—
Vector 3 · Committee Pressure lobbying around
Healthcare industry capture via PAC donations totaling $3.66M (20.0% of total) and extensive lobbying ($9.0M targeting his committees), aligned with his professional background and committee jurisdiction.
healthcare
$3.66M in healthcare/pharma PAC donations (26.9% combined) and $9.0M in sector lobbying targeting his committees
↳ PAC donations and lobbying targeting his Health Subcommittee role
Top influence channels
PAC Donations
corporate_other
$18.3M
Lobbying Targeting Committees
HOSPICE COMPASSUS
$9.0M
12 MONTHS PAST · 3 MONTHS FUTURE
Activity timeline · 357 votes (12mo) · 200 on passage · 95% with party on passage votes · 1 against
Votes/wk (top band)
with party
against party
present / unknown
Vote markers (passage only)
yea (with party)
nay (with party)
against party
Trades
buy
sell
Bills sponsored
★ introduced
Predictions / pipeline
model fire
committee bill
🔮 GOVGREED FORECAST · 30-DAY WINDOW
Predicted next trades · 20 active
Recent Activity
No reported stock trades.
📋 COMMITTEE BILL PIPELINE
Bills moving through their committees · 9 active
Each row links a bill in their committee jurisdiction to the public companies its passage would affect — the upstream signal for a future trade.
Action for Dental Health Act
CREATE AI Act of 2025
Block the Use of Transatlantic Technology in Iranian Made Drones Act
Action Versus No Action Act
Dental Care for Veterans Act
Stronger Engagement for Indian Health Needs Act of 2025
To amend the Clean Air Act with respect to the ethanol waiver for Reid Vapor Pressure under that Act, and for other purposes.
Combating Organized Retail Crime Act of 2025
Voting Pattern
Voted on 75 recent bills with 100% attendance, supporting 59 and opposing 11 (`get_voting_record`). Recent high-profile votes include yea on S.1020 and HR.2493, and nay on HR.1689 (`get_voting_record.recent_high_profile_votes`).
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