Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
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Securities Anomalies

SEC/DOJ Heuristics

4,299 documents, 3 sources, 1203.8MB, 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, ponzi, market-manipulation, broker-dealer-fraud, advance-fee contains 4,299 documents clear
SEC 3,983 docs
SEC Litigation Releases / complaint 806 | 1995–2026 | 677.4MB
SEC Litigation Releases / judgment 53 | 2003–2026 | 34.8MB
SEC Litigation Releases / litigation release 2,282 | 1995–2026 | 146.0MB
SEC Press Releases / complaint 272 | 2006–2026 | 279.2MB
SEC Press Releases / press release 570 | 1997–2026 | 26.0MB
DOJ 316 docs
DOJ SDNY / indictment 6 | 2013–2014 | 3.8MB
DOJ SDNY / press release 310 | 2013–2026 | 36.6MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build