Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
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%
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Securities Anomalies

Full Corpus Statistics 762
SEC/DOJ Heuristics

762 documents, 3 sources, 204.7MB, 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, pre-ipo-fraud, boiler-room, health-care-fraud, obstruction contains 762 documents clear
SEC 679 docs
SEC Litigation Releases / complaint 116 | 2004–2026 | 92.1MB
SEC Litigation Releases / judgment 8 | 2003–2026 | 5.9MB
SEC Litigation Releases / litigation release 404 | 1999–2026 | 25.8MB
SEC Press Releases / complaint 37 | 2011–2024 | 63.3MB
SEC Press Releases / press release 114 | 1997–2025 | 6.0MB
DOJ 83 docs
DOJ SDNY / indictment 3 | 2013–2023 | 2.1MB
DOJ SDNY / press release 80 | 2013–2026 | 9.4MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build