Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Health Care Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

Full Corpus Statistics 301
SEC/DOJ Heuristics

301 documents, 3 sources, 108.3MB, 1990–2026. 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: boiler-room, affinity-fraud, health-care-fraud, fcpa contains 301 documents clear
SEC 277 docs
SEC Litigation Releases / complaint 51 | 1990–2025 | 57.4MB
SEC Litigation Releases / litigation release 147 | 1999–2025 | 9.5MB
SEC Press Releases / complaint 20 | 2011–2024 | 35.8MB
SEC Press Releases / press release 59 | 1997–2024 | 2.8MB
DOJ 24 docs
DOJ SDNY / press release 24 | 2014–2026 | 2.8MB
build 608ae5f · 2026-08-25 · corpus snapshot pinned to this build