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 5y477
Volume$4.8M
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 · 357 votes (12mo) · 200 on passage · 89% with party on passage votes · 2 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 · 25 active
Recent Activity
📋 COMMITTEE BILL PIPELINE
Bills moving through their committees · 3 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
CREATE AI Act of 2025
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`).
Loading intelligence layer…