Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

3,368 documents, 3 sources, 826.8MB, 19952026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, financial-fraud, broker-dealer-fraud, obstruction contains 3,368 documents clear
SEC 3,153 docs
SEC Litigation Releases / complaint 595 | 1995–2026 | 461.2MB
SEC Litigation Releases / judgment 50 | 2011–2026 | 27.5MB
SEC Litigation Releases / litigation release 1,829 | 1995–2026 | 116.9MB
SEC Press Releases / complaint 186 | 2006–2026 | 170.4MB
SEC Press Releases / press release 493 | 1997–2026 | 22.8MB
DOJ 215 docs
DOJ SDNY / indictment 4 | 2013–2024 | 3.2MB
DOJ SDNY / press release 211 | 2013–2026 | 24.8MB
build b23a6a8 · corpus snapshot pinned to this build