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 reporting periods (`get_sponsor_profile.profile.total_trades_5yr`: 0), indicating no personal stock trading activity on record. There is no trading pattern or sector anomaly to analyze, placing her among the minority of House members with a clean STOCK Act disclosure slate (`get_sponsor_profile.profile.trading_style`).
Trades 5y0
Volume—
Late filing—
Trader typeMinimal activity
Vector 2 · Donor Funding money in
PAC funding totals $9.84M (`get_donor_industry_breakdown.total_pac_direct_usd`: 9,842,595), with the top industry being corporate_other at 30% of total PAC dollars (`get_donor_industry_breakdown.top_industries[0].pct_of_total`: 30.0). Individual contributions total $7.35M (`get_sponsor_profile.profile.total_indiv_raised_usd`: 7352208). Top PAC industries are single_issue_israel, labor_union, and energy_oil_gas (`get_sponsor_profile.profile.top_pac_industries`).
PAC raised$9.8M
Individual—
Vector 3 · Committee Pressure lobbying around
Agriculture industry capture is signaled via $3.94M in lobbying targeting her committee sectors, with top client Hormel Foods (HRL) spending $1.17M (`get_lobbying_around_pol.top_lobbying_clients_targeting_pols_committees[0].total_spend`).
Agriculture
$3.94M in lobbying targets her committee sectors (`get_lobbying_around_pol.total_lobbying_spend_on_pols_sectors_usd`)
↳ Committee jurisdiction (HSAG) alignment with lobbying spend
Top influence channels
PAC Funding
corporate_other
$9.8M
Lobbying Targeting Committees
HORMEL FOODS CORPORATION (HRL)
$3.9M
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 · 6 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.
The U.S.-European Nuclear Energy Cooperation Act of 2025
Rural Obstetrics Readiness Act
GEO Act
ACRES Act
To require the Secretary of Agriculture to convey the Pleasant Valley Ranger District Administrative Site to Gila County, Arizona.
Voting Pattern
Voting record shows 100% attendance (`get_voting_record.attendance_pct`: 100.0) with 33 yea and 37 nay votes out of 75 total (`get_voting_record.total_votes`: 75, `get_voting_record.yea_count`: 33, `get_voting_record.nay_count`: 37). Recent high-profile votes include support for HR.2493 and S.1020, and opposition to HR.261 on passage (`get_voting_record.recent_high_profile_votes`).
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