Public Corruption 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.
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
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Securities Anomalies

Full Corpus Statistics 594
SEC/DOJ Heuristics

594 documents, 3 sources, 107.2MB, 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, pre-ipo-fraud, corporate-fraud, public-corruption contains 594 documents clear
SEC 514 docs
SEC Litigation Releases / complaint 67 | 2001–2026 | 59.2MB
SEC Litigation Releases / judgment 18 | 2019–2026 | 11.6MB
SEC Litigation Releases / litigation release 150 | 1999–2026 | 9.9MB
SEC Press Releases / complaint 14 | 2011–2023 | 4.7MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 264 | 1994–2026 | 10.5MB
DOJ 80 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 1 | 2013 | 203KB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 77 | 2013–2026 | 9.1MB
build b23a6a8 · corpus snapshot pinned to this build