Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Non-Corporate Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

Full Corpus Statistics 529
SEC/DOJ Heuristics

529 documents, 3 sources, 93.7MB, 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: non-corporate, broker-dealer-fraud, cyber-fraud, racketeering contains 529 documents clear
SEC 498 docs
SEC Litigation Releases / complaint 63 | 2007–2026 | 33.1MB
SEC Litigation Releases / judgment 33 | 2011–2026 | 22.3MB
SEC Litigation Releases / litigation release 137 | 1999–2026 | 9.0MB
SEC Press Releases / complaint 11 | 2014–2020 | 13.7MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 253 | 1994–2026 | 10.0MB
DOJ 31 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 1 | 2014 | 315KB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 28 | 2013–2024 | 3.3MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build