EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Health Care Fraud 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%
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%
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Securities Anomalies

SEC/DOJ Heuristics

4,513 documents, 3 sources, 1312.9MB, 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, pump-and-dump, ponzi, crypto-securities, health-care-fraud contains 4,513 documents clear
SEC 4,195 docs
SEC Litigation Releases / complaint 834 | 1995–2026 | 749.7MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 37 | 2020–2026 | 24.7MB
SEC Litigation Releases / litigation release 2,425 | 1995–2026 | 155.4MB
SEC Press Releases / complaint 282 | 2006–2026 | 314.6MB
SEC Press Releases / press release 616 | 1997–2026 | 28.2MB
DOJ 318 docs
DOJ SDNY / indictment 4 | 2013–2024 | 3.0MB
DOJ SDNY / press release 314 | 2013–2026 | 37.0MB
build b23a6a8 · corpus snapshot pinned to this build