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
Scale-first: 245 trades across 381 total transactions with a 5-year volume of $6.94M, concentrated in a small basket where the top 5 positions account for 44.2% of activity (`get_sponsor_profile.profile.trade_pattern`). The portfolio is sector-concentrated in finance (86 trades), technology (69 trades), and healthcare (47 trades) (`get_politician_intelligence.sector_expertise`). The win rate of 45% underperforms the market, with a significant negative anomaly in the technology sector, which has a 35.3% win rate on 69 trades, nearly 10 points below the overall average (`get_politician_intelligence.sector_expertise[1].win_rate`). Trading style is high-frequency and committee-aligned, with a 100% HF alignment score and zero late filings (`get_politician_intelligence.profile.trading_styles`, `get_sponsor_profile.profile.late_filing_rate_pct`).
Trades 5y405
Volume$4.1M
Late filing—
Trader typeActive self-dealer
Vector 2 · Donor Funding money in
Raised $1.80M from individuals and $757,593 from PACs, with top PAC industries being labor unions, education, energy, and legal (`get_sponsor_profile.profile.total_indiv_raised_usd`, `get_sponsor_profile.profile.total_pac_for_usd`, `get_sponsor_profile.profile.top_pac_industries`). Lobbying spend targeting her committee jurisdictions totals $5.27M over 5 years, with a 100% lobbying-to-committee alignment score (`get_lobbying_around_pol.total_lobbying_spend_on_pols_sectors_usd`, `get_sponsor_profile.profile.lobbying_to_committee_alignment_score`).
PAC raised$758K
Individual—
Vector 3 · Committee Pressure lobbying around
Moderate capture signal, with agriculture sector heavily lobbied ($1.17M from Hormel Foods) and finance industry prominent among donors (`get_lobbying_around_pol.top_lobbying_clients_targeting_pols_committees[0].total_spend`, `get_sponsor_profile.profile.donor_base`).
agriculture
$1.17M in lobbying from Hormel Foods (HRL) targeting her Agriculture Committee jurisdiction (`get_lobbying_around_pol.top_lobbying_clients_targeting_pols_committees[0].total_spend`).
↳ lobbying_target
finance
Donor base concentrated among finance and investment management professionals, including executives from hedge funds (`get_sponsor_profile.profile.donor_base`).
↳ donor_concentration
Top influence channels
lobbying target
HORMEL FOODS CORPORATION
$5.3M
PAC funding
labor_union industry
$758K
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 · 25 active
Recent Activity
📋 COMMITTEE BILL PIPELINE
Bills moving through their committees · 12 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.
AI PLAN Act
The U.S.-European Nuclear Energy Cooperation Act of 2025
Protect America’s Innovation and Economic Security from CCP Act of 2025
National Biotechnology Initiative Act of 2025
Rural Obstetrics Readiness Act
DIGITAL Applications Act
GEO Act
ACRES Act
NASA Transition Authorization Act of 2025
Facilitating DIGITAL Applications Act
To require the Secretary of Agriculture to convey the Pleasant Valley Ranger District Administrative Site to Gila County, Arizona.
Voting Pattern
Has cast 75 votes with 100% attendance, voting yea 48% of the time and nay 44% of the time (`get_voting_record.yea_count`, `get_voting_record.nay_count`, `get_voting_record.total_votes`). Recent high-profile votes include yea on HR.2493 and S.1020, and nay on HR.261 (`get_voting_record.recent_high_profile_votes`).
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