Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

3,720 documents, 3 sources, 998.8MB, 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, pre-ipo-fraud, corporate-fraud, fcpa, obstruction contains 3,720 documents clear
SEC 3,406 docs
SEC Litigation Releases / complaint 699 | 1995–2026 | 578.5MB
SEC Litigation Releases / judgment 22 | 2021–2026 | 14.2MB
SEC Litigation Releases / litigation release 1,957 | 1995–2026 | 125.2MB
SEC Press Releases / complaint 225 | 2006–2026 | 218.9MB
SEC Press Releases / press release 503 | 1997–2026 | 22.9MB
DOJ 314 docs
DOJ SDNY / indictment 4 | 2013–2014 | 2.7MB
DOJ SDNY / press release 310 | 2013–2026 | 36.5MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build