Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
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Securities Anomalies

Full Corpus Statistics 440
SEC/DOJ Heuristics

440 documents, 3 sources, 127.1MB, 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: broker-dealer-fraud, corporate-fraud, affinity-fraud contains 440 documents clear
SEC 407 docs
SEC Litigation Releases / complaint 82 | 1990–2026 | 56.8MB
SEC Litigation Releases / judgment 25 | 2011–2026 | 18.7MB
SEC Litigation Releases / litigation release 206 | 1999–2026 | 13.2MB
SEC Press Releases / complaint 22 | 2011–2022 | 30.9MB
SEC Press Releases / press release 72 | 1999–2025 | 3.4MB
DOJ 33 docs
DOJ SDNY / indictment 2 | 2013–2014 | 518KB
DOJ SDNY / press release 31 | 2013–2025 | 3.6MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build