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
The politician reports zero trades across all recorded periods (`get_sponsor_profile.profile.trade_pattern`: 'inactive'), with no purchases, sales, or family trades on file. No sector concentration, timing patterns, or anomalies can be assessed due to the complete absence of activity. Her trade summary shows null volume and no disclosure gaps (`get_sponsor_profile.profile.late_filing_rate_pct`: 0).
Trades 5y0
Volume—
Late filing—
Trader typeMinimal activity
Vector 2 · Donor Funding money in
Total PAC and direct contributions over five years amount to $7,930,409 (`get_donor_industry_breakdown.total_pac_direct_usd`). The top funding industry is corporate_other at 33% of total PAC dollars (`get_donor_industry_breakdown.top_industries[0].pct_of_total`), followed by leadership PACs at 16.7%. Defense and energy sectors are notable, contributing 4.5% and 5.7% respectively.
PAC raised$7.9M
Individual—
Vector 3 · Committee Pressure lobbying around
Low capture signal; defense and energy industries provide 4.5% and 5.7% of PAC funding respectively, with diffuse donor base limiting single-industry dominance (`get_donor_industry_breakdown.top_industries[3].pct_of_total`, `get_donor_industry_breakdown.top_industries[2].pct_of_total`).
defense
$4.46M in lobbying targets her committees (`get_lobbying_around_pol.total_lobbying_spend_on_pols_sectors_usd`), while defense PACs provide $360,500 (`get_donor_industry_breakdown.top_industries[3].amount_usd`).
↳ committee jurisdiction
Top influence channels
PAC funding
corporate_other industry
$7.9M
committee lobbying
AMERICAN LEGION
$4.5M
12 MONTHS PAST · 3 MONTHS FUTURE
Activity timeline · 29 votes (12mo) · 28 on passage · 100% with party on passage votes
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 · 24 active
Recent Activity
No reported stock trades.
📋 COMMITTEE BILL PIPELINE
Bills moving through their committees · 21 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.
Recognizing Community Organizations for Veteran Engagement and Recovery Act
AI PLAN Act
Combating Organized Retail Crime Act of 2025
Justice for ALS Veterans Act of 2025
Protect America’s Innovation and Economic Security from CCP Act of 2025
United States Commission on International Religious Freedom Reauthorization Act of 2025
National Biotechnology Initiative Act of 2025
Purple Heart Veterans Education Act of 2025
Ensuring Veterans’ Final Resting Place Act of 2025
Dental Care for Veterans Act
Student Veteran Benefit Restoration Act of 2025
Voting Pattern
Voting attendance is 100% over 75 recorded votes (`get_voting_record.attendance_pct`). Recent high-profile votes show a pattern of 'not_voting' on several suspension motions in April 2026, though she voted 'yea' on the passage of HR.261 in February (`get_voting_record.recent_high_profile_votes`).
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