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
Rep. Kelly has zero recorded personal trades across all available cycles, with a `get_sponsor_profile.profile.total_trades_5yr` of 0 and a `get_sponsor_profile.profile.trade_volume_5yr_usd` of null. Her `get_sponsor_profile.profile.trade_pattern` is classified as 'inactive', placing her among the most inactive traders in the House. There are no sector anomalies to report, as the `PRE-COMPUTED SECTOR ANOMALIES` array is empty.
Trades 5y0
Volume—
Late filing—
Trader typeMinimal activity
Vector 2 · Donor Funding money in
Total PAC funding over 5 years is $4.55 million (`get_sponsor_profile.profile.total_pac_for_usd`), with top industries being labor unions, pharma, healthcare, and telecom (`get_sponsor_profile.profile.top_pac_industries`). The `get_donor_industry_breakdown` shows corporate_other PACs contributed 32.2% ($6.79M), labor 13.2% ($2.79M), healthcare 10.3% ($2.17M), and pharma 7.3% ($1.54M) of the $21.05M total PAC direct USD.
PAC raised$21.1M
Individual—
Vector 3 · Committee Pressure lobbying around
Healthcare industry capture is indicated via $9.01M in lobbying targeting her committees (`get_lobbying_around_pol.total_lobbying_spend_on_pols_sectors_usd`) and healthcare/pharma comprising 17.6% of PAC donations (`get_donor_industry_breakdown.top_industries`).
healthcare
$2.17M from healthcare PACs and $9.01M in related lobbying spend
↳ PAC donations and lobbying targeting committee jurisdiction
Top influence channels
PAC Donations
corporate_other
$21.1M
Lobbying Targeting Committees
HOSPICE COMPASSUS
$9.0M
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 · 18 active
Recent Activity
No reported stock trades.
📋 COMMITTEE BILL PIPELINE
Bills moving through their committees · 19 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
Nationwide Consumer and Fuel Retailer Choice Act of 2025
AI PLAN Act
Combating Organized Retail Crime Act of 2025
Action Versus No Action Act
The U.S.-European Nuclear Energy Cooperation 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
National Biotechnology Initiative Act of 2025
Voting Pattern
From `get_voting_record`, she has cast 75 votes in the current Congress with 100% attendance, voting yea 32 times and nay 38 times. Recent high-profile votes include a yea on HR.1689 and a nay on HR.261.
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