Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
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Securities Anomalies

Full Corpus Statistics 597
SEC/DOJ Heuristics

597 documents, 3 sources, 180.8MB, 1998–2026. 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: investment-adviser-fraud, corporate-fraud, crypto-securities contains 597 documents clear
SEC 511 docs
SEC Litigation Releases / complaint 105 | 2001–2026 | 87.5MB
SEC Litigation Releases / judgment 12 | 2003–2026 | 4.2MB
SEC Litigation Releases / litigation release 255 | 2000–2026 | 16.3MB
SEC Press Releases / complaint 40 | 2011–2023 | 55.6MB
SEC Press Releases / press release 99 | 1998–2024 | 5.0MB
DOJ 86 docs
DOJ SDNY / indictment 5 | 2013–2024 | 2.8MB
DOJ SDNY / press release 81 | 2013–2026 | 9.5MB
build b23a6a8 · corpus snapshot pinned to this build