Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Health Care Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

Full Corpus Statistics 591
SEC/DOJ Heuristics

591 documents, 3 sources, 160.2MB, 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: investment-adviser-fraud, boiler-room, health-care-fraud, public-corruption contains 591 documents clear
SEC 520 docs
SEC Litigation Releases / complaint 83 | 2004–2026 | 62.2MB
SEC Litigation Releases / judgment 6 | 2003–2026 | 1.8MB
SEC Litigation Releases / litigation release 309 | 1999–2025 | 19.8MB
SEC Press Releases / complaint 33 | 2011–2024 | 61.9MB
SEC Press Releases / press release 89 | 1997–2024 | 4.5MB
DOJ 71 docs
DOJ SDNY / indictment 3 | 2013–2023 | 2.1MB
DOJ SDNY / press release 68 | 2013–2026 | 8.1MB
build b23a6a8 · corpus snapshot pinned to this build