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 an essentially inactive trading record, with only 3 total trades across her congressional tenure and a combined volume of roughly $80,000 (`get_sponsor_profile.profile.trade_volume_5yr_usd`). The trades span unrelated sectors (industrials, consumer) with no discernible strategy, and there are no late filings or family trades recorded (`get_sponsor_profile.profile.trading_style`). No sector anomalies exist, as the trade count is far below the 50-trade threshold for analysis (`PRE-COMPUTED SECTOR ANOMALIES`).
Trades 5y3
Volume$49K
Late filing—
Trader typeMinimal activity
Vector 2 · Donor Funding money in
Total PAC direct contributions over the period are $13.1M, with the top industry being 'corporate_other' at 30.8% (`get_donor_industry_breakdown.total_pac_direct_usd`, `get_donor_industry_breakdown.top_industries[0].pct_of_total`). The top PAC industries supporting the member are Republican Party committees, real estate, labor unions, and insurance (`get_sponsor_profile.profile.top_pac_industries`).
PAC raised$13.1M
Individual—
Vector 3 · Committee Pressure lobbying around
Real estate and finance industries, via PAC contributions ($4.0M from corporate_other, $413k from real_estate) and donor alignment, capture attention on SALT and tax policy under Ways and Means (`get_donor_industry_breakdown.top_industries[0].amount_usd`, `get_donor_industry_breakdown.top_industries[6].amount_usd`).
Real Estate
$413,000 from real estate PACs (`get_donor_industry_breakdown.top_industries[6].amount_usd`).
↳ PAC contributions and donor influence targeting SALT deduction legislation.
Top influence channels
PAC Contributions
corporate_other
$13.1M
Committee Jurisdiction
House Ways and Means Committee
—
12 MONTHS PAST · 3 MONTHS FUTURE
Activity timeline · 357 votes (12mo) · 200 on passage · 95% with party on passage votes · 1 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
Voting Pattern
Voting attendance is 100% on 75 recent votes, with 60 yea and 8 nay votes (`get_voting_record.attendance_pct`, `get_voting_record.total_votes`, `get_voting_record.yea_count`, `get_voting_record.nay_count`). Recent high-profile votes show support for suspension motions and passage of bills like HR.1689 (`get_voting_record.recent_high_profile_votes`).
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