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 has zero personal stock trades across all recorded periods (`get_sponsor_profile.profile.total_trades_5yr`: 0). There is no sector anomaly to report as there is no trading history (`get_politician_intelligence.sector_expertise`: []). Her trading style is defined by complete inactivity, with no purchases, sales, or late filings (`get_sponsor_profile.profile.trading_style`).
Trades 5y0
Volume—
Late filing—
Trader typeMinimal activity
Vector 2 · Donor Funding money in
Total PAC fundraising over five years is $2,076,137 (`get_sponsor_profile.profile.total_pac_for_usd`). Individual contributions total $1,375,437, with the top donor industries being 'other' (513 donors) and 'self_employed_or_unemployed' (319 donors) (`get_sponsor_profile.profile.total_indiv_raised_usd`, `get_sponsor_profile.profile.top_donor_industries`). The industry capture signal is low (`get_sponsor_profile.profile.industry_capture_signal`).
PAC raised$2.1M
Individual—
Vector 3 · Committee Pressure lobbying around
Low capture signal; top PAC industries are labor unions and pharma, totaling $2.08M over five years, but alignment with committee jurisdiction (healthcare, labor appropriations) is modest (`get_sponsor_profile.profile.industry_capture_signal`, `get_sponsor_profile.profile.total_pac_for_usd`).
healthcare
Pharma is a top PAC industry; $6.2M in lobbying targeted her committees from healthcare clients like COHERUS BIOSCIENCES (`get_sponsor_profile.profile.top_pac_industries`, `get_lobbying_around_pol.top_lobbying_clients_targeting_pols_committees[4]`).
↳ PAC contributions from pharmaceutical companies while serving on the Labor-HHS-Education Appropriations Subcommittee
Top influence channels
Lobbying targeting their committees
HOSPICE COMPASSUS
$17.0M
PAC contributions
labor_union industry
$2.1M
12 MONTHS PAST · 3 MONTHS FUTURE
Activity timeline · 357 votes (12mo) · 200 on passage · 90% with party on passage votes · 2 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 · 22 active
Recent Activity
No reported stock trades.
📋 COMMITTEE BILL PIPELINE
Bills moving through their committees · 16 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.
National Law Enforcement Officers Remembrance, Support and Community Outreach Act.
Action for Dental Health Act
Financial Exploitation Prevention Act of 2025
United States Commission on International Religious Freedom Reauthorization Act of 2026
Deport Alien Gang Members Act
Veterans 2nd Amendment Protection Act
Recycling Infrastructure and Accessibility Act of 2025
Action Versus No Action Act
Student Veteran Benefit Restoration Act of 2025
Dental Care for Veterans Act
Board of Veterans’ Appeals Attorney Retention and Backlog Reduction Act
Recognizing Community Organizations for Veteran Engagement and Recovery Act
Voting Pattern
Over 75 recent votes, she voted yea 31 times and nay 39 times, with 100% attendance (`get_voting_record.yea_count`, `get_voting_record.nay_count`, `get_voting_record.attendance_pct`). Recent high-profile votes include supporting HR.1689 and opposing HR.261 on passage (`get_voting_record.recent_high_profile_votes`).
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