Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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Securities Anomalies

SEC/DOJ Heuristics

1,358 documents, 3 sources, 418.3MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: market-manipulation, investment-adviser-fraud, pre-ipo-fraud, boiler-room contains 1,358 documents clear
SEC 1,239 docs
SEC Litigation Releases / complaint 229 | 2003–2026 | 215.6MB
SEC Litigation Releases / judgment 24 | 2003–2026 | 15.9MB
SEC Litigation Releases / litigation release 701 | 1998–2026 | 44.9MB
SEC Press Releases / complaint 88 | 2010–2024 | 115.9MB
SEC Press Releases / press release 197 | 1997–2025 | 9.5MB
DOJ 119 docs
DOJ SDNY / indictment 5 | 2013–2023 | 3.0MB
DOJ SDNY / press release 114 | 2013–2026 | 13.5MB
build b23a6a8 · corpus snapshot pinned to this build