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 194
SEC/DOJ Heuristics

194 documents, 3 sources, 56.7MB, 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: boiler-room, public-corruption contains 194 documents clear
SEC 171 docs
SEC Litigation Releases / complaint 23 | 2007–2025 | 26.8MB
SEC Litigation Releases / litigation release 102 | 1999–2024 | 6.6MB
SEC Press Releases / complaint 13 | 2011–2024 | 18.9MB
SEC Press Releases / press release 33 | 1997–2024 | 1.7MB
DOJ 23 docs
DOJ SDNY / press release 23 | 2013–2026 | 2.7MB
build b23a6a8 · corpus snapshot pinned to this build