EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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%
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Securities Anomalies

SEC/DOJ Heuristics

4,190 documents, 3 sources, 1201.8MB, 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, crypto-securities, obstruction, advance-fee contains 4,190 documents clear
SEC 3,854 docs
SEC Litigation Releases / complaint 788 | 1995–2026 | 698.9MB
SEC Litigation Releases / judgment 34 | 2003–2026 | 18.5MB
SEC Litigation Releases / litigation release 2,198 | 1995–2026 | 140.6MB
SEC Press Releases / complaint 274 | 2006–2026 | 275.3MB
SEC Press Releases / press release 560 | 1997–2026 | 25.6MB
DOJ 336 docs
DOJ SDNY / indictment 6 | 2013–2024 | 3.9MB
DOJ SDNY / press release 330 | 2013–2026 | 38.9MB
build b23a6a8 · corpus snapshot pinned to this build