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
Representative Miller exhibits a high-frequency, poor-performing trading style with 115 trades and an overall win rate of 22% (get_politician_intelligence.profile.win_rate_overall). Her sector performance shows stark divergences: a 66.7% win rate in healthcare on 26 trades versus 22% overall, and a 100% win rate in utilities and consumer cyclical on 8 and 6 trades respectively, though these are smaller samples. However, the aggregate trade count across all sectors is 115, and the sector anomalies list is empty (PRE-COMPUTED SECTOR ANOMALIES), indicating no single sector meets the ≥50-trade threshold for a formal anomaly. Her trading is characterized by high frequency (get_politician_intelligence.profile.trading_frequency) and poor performance (get_politician_intelligence.profile.trading_styles includes POOR_PERFORMER), with an average position size of just 2.4% of portfolio (get_politician_intelligence.profile.avg_position_size). The activity appears passive or advisor-driven, as noted by the sponsor profile (get_sponsor_profile.profile.trade_pattern).
Trades 5y228
Volume$5.6M
Late filing—
Trader typeMixed
Vector 2 · Donor Funding money in
PAC contributions total $14.47M over 5 years (get_donor_industry_breakdown.total_pac_direct_usd), with top industries being corporate_other (32.6%), energy (11.5%), and healthcare (8.9%) (get_donor_industry_breakdown.top_industries). Individual contributions raised $4.8M (get_sponsor_profile.profile.total_indiv_raised_usd). The industry capture signal is strong (get_sponsor_profile.profile.industry_capture_signal), with a 100% lobbying-to-committee alignment score (get_sponsor_profile.profile.lobbying_to_committee_alignment_score).
PAC raised$14.5M
Individual—
Vector 3 · Committee Pressure lobbying around
Strong capture by corporate_other, energy, and healthcare industries via $14.47M in PAC contributions (get_donor_industry_breakdown.total_pac_direct_usd) and 100% lobbying alignment with Ways and Means jurisdiction.
telecom
Recommended watchlist includes CMCSA (get_sponsor_profile.profile.recommended_watchlist_tickers)
↳ Trade in lobbying client CMCSA while on Ways and Means Committee
healthcare
Recommended watchlist includes DGX (get_sponsor_profile.profile.recommended_watchlist_tickers)
↳ Trade in lobbying client DGX while on Health Subcommittee
Top influence channels
PAC contributions
corporate_other
$14.5M
Lobbying spend targeting committees
Not specified
$3.2M
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 · 18 active
Recent Activity
Voting Pattern
Voted yea on 57 of 75 recent votes, with 100% attendance (get_voting_record.yea_count, get_voting_record.total_votes, get_voting_record.attendance_pct). Recent high-profile votes include yea on HR.2493 and S.1020, and nay on HR.1689 (get_voting_record.recent_high_profile_votes).
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