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

Full Corpus Statistics 298
SEC/DOJ Heuristics

298 documents, 3 sources, 102.0MB, 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, obstruction contains 298 documents clear
SEC 275 docs
SEC Litigation Releases / complaint 41 | 1990–2025 | 52.8MB
SEC Litigation Releases / litigation release 169 | 1999–2025 | 10.9MB
SEC Press Releases / complaint 16 | 2011–2024 | 33.2MB
SEC Press Releases / press release 49 | 1997–2024 | 2.4MB
DOJ 23 docs
DOJ SDNY / press release 23 | 2013–2026 | 2.7MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build