Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Ponzi methodology →
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
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Securities Anomalies

Full Corpus Statistics 1,339
SEC/DOJ Heuristics

1,339 documents, 3 sources, 422.5MB, 1997–2026. 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: ponzi, broker-dealer-fraud, boiler-room, corporate-fraud, advance-fee contains 1,339 documents clear
SEC 1,220 docs
SEC Litigation Releases / complaint 265 | 2001–2026 | 234.2MB
SEC Litigation Releases / judgment 25 | 2011–2026 | 18.7MB
SEC Litigation Releases / litigation release 670 | 1998–2026 | 43.0MB
SEC Press Releases / complaint 91 | 2010–2025 | 104.9MB
SEC Press Releases / press release 169 | 1997–2025 | 7.1MB
DOJ 119 docs
DOJ SDNY / indictment 3 | 2013–2014 | 974KB
DOJ SDNY / press release 116 | 2013–2026 | 13.6MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build