EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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

SEC/DOJ Heuristics

1,314 documents, 3 sources, 419.7MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, broker-dealer-fraud, boiler-room, corporate-fraud contains 1,314 documents clear
SEC 1,200 docs
SEC Litigation Releases / complaint 265 | 2001–2026 | 234.2MB
SEC Litigation Releases / judgment 25 | 2011–2026 | 18.7MB
SEC Litigation Releases / litigation release 654 | 1998–2026 | 42.0MB
SEC Press Releases / complaint 90 | 2010–2025 | 103.9MB
SEC Press Releases / press release 166 | 1997–2025 | 7.0MB
DOJ 114 docs
DOJ SDNY / indictment 3 | 2013–2014 | 974KB
DOJ SDNY / press release 111 | 2013–2026 | 13.1MB
build b23a6a8 · corpus snapshot pinned to this build