Health Care Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

Full Corpus Statistics 325
SEC/DOJ Heuristics

325 documents, 3 sources, 75.7MB, 1999–2026. 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: broker-dealer-fraud, health-care-fraud, public-corruption contains 325 documents clear
SEC 299 docs
SEC Litigation Releases / complaint 62 | 2004–2026 | 29.1MB
SEC Litigation Releases / judgment 21 | 2011–2026 | 16.8MB
SEC Litigation Releases / litigation release 156 | 1999–2026 | 10.0MB
SEC Press Releases / complaint 13 | 2014–2021 | 14.0MB
SEC Press Releases / press release 47 | 1999–2025 | 2.5MB
DOJ 26 docs
DOJ SDNY / indictment 1 | 2014 | 315KB
DOJ SDNY / press release 25 | 2013–2026 | 3.0MB
build b23a6a8 · corpus snapshot pinned to this build