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 filed zero trades across all recorded periods (`get_sponsor_profile.profile.total_trades_5yr`: 0). There is no personal stock trading activity on record, no purchases, sales, or late filings (`get_sponsor_profile.profile.late_filing_rate_pct`: 0). This presents a clean trading profile with no discernible pattern or sector anomalies.
Trades 5y0
Volume—
Late filing—
Trader typeMinimal activity
Vector 2 · Donor Funding money in
Total PAC direct contributions over the period are $16.75M (`get_donor_industry_breakdown.total_pac_direct_usd`), with the top industry being corporate_other at 34.9% (`get_donor_industry_breakdown.top_industries[0].pct_of_total`). Defense industry PACs contributed $1.21M, representing 7.3% of the total (`get_donor_industry_breakdown.top_industries[2]`). The `get_sponsor_profile.profile` indicates a total PAC-for figure of $5.56M and individual contributions of $8.62M.
PAC raised$16.8M
Individual—
Vector 3 · Committee Pressure lobbying around
Defense industry capture is the primary mechanism, with $1.21M in PAC contributions and $4.46M in lobbying targeting her Armed Services and Intelligence committees.
defense
$1.21M from defense PACs (`get_donor_industry_breakdown.top_industries[2].amount_usd`) and $4.46M in related lobbying (`get_lobbying_around_pol.total_lobbying_spend_on_pols_sectors_usd`)
↳ Committee jurisdiction (Armed Services, Intelligence) combined with PAC contributions
Top influence channels
PAC Donations
corporate_other
$16.8M
Lobbying Targeting Committees
AMERICAN LEGION
$4.5M
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 · 18 active
Recent Activity
No reported stock trades.
📋 COMMITTEE BILL PIPELINE
Bills moving through their committees · 11 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.
CREATE AI Act of 2025
United States Commission on International Religious Freedom Reauthorization Act of 2026
Block the Use of Transatlantic Technology in Iranian Made Drones Act
Deport Alien Gang Members Act
Veterans 2nd Amendment Protection Act
Student Veteran Benefit Restoration Act of 2025
Board of Veterans’ Appeals Attorney Retention and Backlog Reduction Act
Dental Care for Veterans Act
Recognizing Community Organizations for Veteran Engagement and Recovery Act
Combating Organized Retail Crime Act of 2025
Voting Pattern
From the 119th Congress sample, the member voted yea 33 times and nay 35 times out of 75 total votes (`get_voting_record`), indicating a balanced, non-unanimous voting record with 100% attendance.
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