Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Accounting / Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K · NT 10-Q
recall 80% precision 48% + content rule precision 50%
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Securities Anomalies

Full Corpus Statistics 3,502
SEC/DOJ Heuristics

3,502 documents, 3 sources, 960.4MB, 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: insider-trading, accounting-fraud, boiler-room, crypto-securities, affinity-fraud contains 3,502 documents clear
SEC 3,252 docs
SEC Litigation Releases / complaint 648 | 1990–2026 | 556.9MB
SEC Litigation Releases / judgment 36 | 2018–2026 | 13.7MB
SEC Litigation Releases / litigation release 1,856 | 1995–2026 | 119.0MB
SEC Press Releases / complaint 215 | 2004–2026 | 213.1MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 495 | 1997–2026 | 23.3MB
DOJ 250 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 3 | 2013–2024 | 2.6MB
DOJ SDNY / press release 246 | 2013–2026 | 28.9MB
build b23a6a8 · corpus snapshot pinned to this build