Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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Securities Anomalies

SEC/DOJ Heuristics

1,413 documents, 3 sources, 450.1MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, investment-adviser-fraud, boiler-room, corporate-fraud contains 1,413 documents clear
SEC 1,262 docs
SEC Litigation Releases / complaint 264 | 2001–2026 | 240.5MB
SEC Litigation Releases / judgment 10 | 2003–2026 | 3.7MB
SEC Litigation Releases / litigation release 712 | 1998–2026 | 45.6MB
SEC Press Releases / complaint 98 | 2010–2025 | 132.8MB
SEC Press Releases / press release 178 | 1997–2024 | 7.5MB
DOJ 151 docs
DOJ SDNY / indictment 5 | 2013–2023 | 2.7MB
DOJ SDNY / press release 146 | 2013–2026 | 17.2MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build