Ponzi methodology →
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

Full Corpus Statistics 3,686
SEC/DOJ Heuristics

3,686 documents, 3 sources, 999.9MB, 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, ponzi, boiler-room, corporate-fraud, public-corruption, racketeering contains 3,686 documents clear
SEC 3,377 docs
SEC Litigation Releases / complaint 677 | 1995–2026 | 570.0MB
SEC Litigation Releases / judgment 20 | 2021–2026 | 10.0MB
SEC Litigation Releases / litigation release 1,955 | 1995–2026 | 125.1MB
SEC Press Releases / complaint 229 | 2006–2026 | 233.8MB
SEC Press Releases / press release 496 | 1997–2026 | 22.4MB
DOJ 309 docs
DOJ SDNY / indictment 4 | 2013–2014 | 2.7MB
DOJ SDNY / press release 305 | 2013–2026 | 35.9MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build