Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

4,871 documents, 3 sources, 1354.5MB, 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, ponzi, market-manipulation, financial-fraud, investment-adviser-fraud contains 4,871 documents clear
SEC 4,498 docs
SEC Litigation Releases / complaint 886 | 1995–2026 | 767.2MB
SEC Litigation Releases / judgment 51 | 2003–2026 | 22.5MB
SEC Litigation Releases / litigation release 2,587 | 1995–2026 | 165.4MB
SEC Press Releases / complaint 305 | 2006–2026 | 320.2MB
SEC Press Releases / press release 669 | 1997–2026 | 29.8MB
DOJ 373 docs
DOJ SDNY / indictment 9 | 2013–2024 | 6.4MB
DOJ SDNY / press release 364 | 2013–2026 | 42.9MB
build b23a6a8 · corpus snapshot pinned to this build