Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
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Securities Anomalies

Full Corpus Statistics 2,925
SEC/DOJ Heuristics

2,925 documents, 3 sources, 715.4MB, 1995–2026. 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: insider-trading, broker-dealer-fraud, fcpa, public-corruption, advance-fee contains 2,925 documents clear
SEC 2,714 docs
SEC Litigation Releases / complaint 525 | 1995–2026 | 382.4MB
SEC Litigation Releases / judgment 37 | 2011–2026 | 24.9MB
SEC Litigation Releases / litigation release 1,567 | 1995–2026 | 100.2MB
SEC Press Releases / complaint 166 | 2006–2026 | 161.0MB
SEC Press Releases / press release 419 | 1997–2026 | 20.0MB
DOJ 211 docs
DOJ SDNY / indictment 3 | 2013–2014 | 2.4MB
DOJ SDNY / press release 208 | 2013–2026 | 24.5MB
build b23a6a8 · corpus snapshot pinned to this build