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 · 357 votes (12mo) · 200 on passage · 85% with party on passage votes · 3 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 · 24 active
Recent Activity
No reported stock trades.
📋 COMMITTEE BILL PIPELINE
Bills moving through their committees · 1 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.
Rural Obstetrics Readiness Act
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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