Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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Securities Anomalies

SEC/DOJ Heuristics

981 documents, 3 sources, 313.0MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: market-manipulation, boiler-room, corporate-fraud contains 981 documents clear
SEC 906 docs
SEC Litigation Releases / complaint 169 | 2001–2026 | 178.2MB
SEC Litigation Releases / judgment 20 | 2003–2026 | 11.9MB
SEC Litigation Releases / litigation release 498 | 1998–2026 | 31.9MB
SEC Press Releases / complaint 72 | 2010–2024 | 75.0MB
SEC Press Releases / press release 147 | 1997–2025 | 6.3MB
DOJ 75 docs
DOJ SDNY / indictment 3 | 2013–2014 | 1.1MB
DOJ SDNY / press release 72 | 2013–2026 | 8.5MB
build b23a6a8 · corpus snapshot pinned to this build