Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
FCPA Violation 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 922
SEC/DOJ Heuristics

922 documents, 3 sources, 225.6MB, 1998–2026. 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: financial-fraud, broker-dealer-fraud, corporate-fraud, fcpa, racketeering contains 922 documents clear
SEC 863 docs
SEC Litigation Releases / complaint 166 | 2000–2026 | 128.3MB
SEC Litigation Releases / judgment 38 | 2011–2026 | 21.4MB
SEC Litigation Releases / litigation release 446 | 1999–2026 | 28.6MB
SEC Press Releases / complaint 49 | 2007–2023 | 32.7MB
SEC Press Releases / press release 164 | 1998–2025 | 6.8MB
DOJ 59 docs
DOJ SDNY / indictment 3 | 2013–2024 | 1.3MB
DOJ SDNY / press release 56 | 2013–2025 | 6.6MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build