Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Ponzi methodology →
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Non-Corporate 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%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
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Securities Anomalies

Full Corpus Statistics 4,068
SEC/DOJ Heuristics

4,068 documents, 3 sources, 1090.0MB, 1994–2026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

All 9,614 insider-trading 2,591 unregistered-securities 1,828 pump-and-dump 1,004 ponzi 759 market-manipulation 675 accounting-fraud 582 financial-fraud 498 investment-adviser-fraud 348 non-corporate 260 broker-dealer-fraud 249 pre-ipo-fraud 168 boiler-room 167 corporate-fraud 139 crypto-securities 110 affinity-fraud 52 health-care-fraud 49 fcpa 33 obstruction 30 public-corruption 27 advance-fee 25 cyber-fraud 17 racketeering 3
Selected scheme types: insider-trading, ponzi, investment-adviser-fraud, non-corporate, crypto-securities contains 4,068 documents clear
SEC 3,724 docs
SEC Litigation Releases / complaint 723 | 1995–2026 | 603.6MB
SEC Litigation Releases / judgment 36 | 2003–2026 | 15.8MB
SEC Litigation Releases / litigation release 2,002 | 1995–2026 | 128.2MB
SEC Press Releases / complaint 240 | 2006–2026 | 264.0MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 722 | 1994–2026 | 31.8MB
DOJ 344 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 7 | 2013–2024 | 5.1MB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 335 | 2013–2026 | 39.4MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build