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Laura Friedman

Laura Friedman

Democrat · California · House

Total trades
2
Suspiciousness
61.7
Severity
High
Jurisdiction %
50.0%
Avg correlation
70.7
Avg ML score
88.4
Buy / Sell
0 / 1

Abnormal returns (vs S&P 500)

30d
+4.21% above market
60d
-7.71% below market
90d
n/a

Top scoring factors (SHAP)

  • Disclosure lag
    +5.54
    avg 30 days, max 36 days
  • Jurisdiction alignment
    +4.30
    50% of trades in committee sectors (1 trades)
  • Pre-event trading
    +1.23

Baseline not computed: member has fewer than 15 trades across 3 sectors (Phase 17 threshold).

Top trading sectors

Sector Trades Jurisdiction
Health Care 1 No
Industrials 1 Yes

Activity timeline

Quarterly trading activity and correlation trends.

2026-Q2
1 trade avg correlation 70.7
2026-Q1
1 trade