EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Pump-and-Dump methodology →
EDGAR forms: S-8 · S-1 · 424B · 8-K · 4 · SC 13D/G · Form 10 · 15-12G
recall 69% precision 12% + content rule precision 50%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
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Securities Anomalies

SEC/DOJ Heuristics

2,404 documents, 3 sources, 788.5MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: pump-and-dump, ponzi, financial-fraud, crypto-securities, obstruction, racketeering contains 2,404 documents clear
SEC 2,243 docs
SEC Litigation Releases / complaint 444 | 2000–2026 | 468.9MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 34 | 2019–2026 | 19.3MB
SEC Litigation Releases / litigation release 1,269 | 1997–2026 | 81.5MB
SEC Press Releases / complaint 158 | 2007–2025 | 183.9MB
SEC Press Releases / press release 337 | 1998–2024 | 14.2MB
DOJ 161 docs
DOJ SDNY / indictment 3 | 2014–2024 | 1.8MB
DOJ SDNY / press release 158 | 2013–2026 | 18.6MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build