Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

Full Corpus Statistics 1,078
SEC/DOJ Heuristics

1,078 documents, 3 sources, 354.0MB, 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: market-manipulation, investment-adviser-fraud, affinity-fraud, racketeering contains 1,078 documents clear
SEC 982 docs
SEC Litigation Releases / complaint 182 | 1990–2026 | 176.6MB
SEC Litigation Releases / judgment 22 | 2003–2026 | 11.8MB
SEC Litigation Releases / litigation release 553 | 1998–2026 | 35.4MB
SEC Press Releases / complaint 74 | 2010–2022 | 109.5MB
SEC Press Releases / press release 151 | 1998–2025 | 7.0MB
DOJ 96 docs
DOJ SDNY / indictment 5 | 2013–2023 | 3.0MB
DOJ SDNY / press release 91 | 2013–2025 | 10.8MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build