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's profile shows a 29% overall win rate across 338 trades, but the 5-year aggregate reveals a 'POOR_PERFORMER' style with a 'HIGH_FREQUENCY' label that is contradicted by the sponsor profile's 'inactive' trade pattern and only 4 distinct trades. A significant anomaly exists in the technology sector, where a 50% win rate on 59 trades diverges by 21 points from the overall 29% win rate (`sector_expertise[0].win_rate` vs `profile.win_rate_overall`). However, the `get_sponsor_profile.profile.trade_pattern` is 'inactive', and recent activity is sparse, suggesting historical data may not reflect current behavior.
Trades 5y674
Volume$84.0M
Late filing—
Trader typeMinimal activity
Vector 2 · Donor Funding money in
PAC opposition ($52.6M) vastly outweighs PAC support ($16.4M), reflecting status as a perennial target. Top PAC industries are Republican party, real estate, ideological conservative, and labor union (`get_sponsor_profile.profile.top_pac_industries`). Individual donors are geographically dispersed, heavy in Georgia and retirees.
PAC raised$23.9M
Individual—
Vector 3 · Committee Pressure lobbying around
Healthcare and defense industries are prominent through lobbying ($1.7M from HOSPICE COMPASSUS) and PAC contributions ($1.3M from healthcare PACs), channeled via her appropriations and HELP committee roles (`get_lobbying_around_pol.top_lobbying_clients_targeting_pols_committees`, `get_donor_industry_breakdown.top_industries[4]`).
healthcare
$1.7M in lobbying from HOSPICE COMPASSUS and $1.3M in healthcare PAC contributions (`get_lobbying_around_pol.top_lobbying_clients_targeting_pols_committees[0].total_spend`, `get_donor_industry_breakdown.top_industries[4].amount_usd`)
↳ Appropriations and HELP committee jurisdiction over health funding
defense
$996,250 in defense PAC contributions and $1.3M in lobbying from AMERICAN LEGION (`get_donor_industry_breakdown.top_industries[7].amount_usd`, `get_lobbying_around_pol.top_lobbying_clients_targeting_pols_committees[1].total_spend`)
↳ Appropriations Subcommittee on Defense (SSAP02) chairmanship
Top influence channels
PAC Contributions
corporate_other
$23.9M
Committee Jurisdiction Lobbying
HOSPICE COMPASSUS
$15.4M
12 MONTHS PAST · 3 MONTHS FUTURE
Activity timeline · 0 votes (12mo)
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
📋 COMMITTEE BILL PIPELINE
Bills moving through their committees · 32 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.
Stronger Engagement for Indian Health Needs Act of 2025
Recognizing Community Organizations for Veteran Engagement and Recovery Act
Nationwide Consumer and Fuel Retailer Choice Act of 2025
AI PLAN Act
Combating Organized Retail Crime Act of 2025
Action Versus No Action Act
Justice for ALS Veterans Act of 2025
United States Commission on International Religious Freedom Reauthorization Act of 2025
Protect America’s Innovation and Economic Security from CCP Act of 2025
Promoting Resilient Supply Chains Act of 2025
National Nursing Workforce Center Act of 2025
Loading intelligence layer…