EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
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Securities Anomalies

SEC/DOJ Heuristics

1,367 documents, 3 sources, 452.7MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, financial-fraud, crypto-securities contains 1,367 documents clear
SEC 1,241 docs
SEC Litigation Releases / complaint 282 | 2000–2026 | 292.7MB
SEC Litigation Releases / judgment 15 | 2019–2026 | 3.1MB
SEC Litigation Releases / litigation release 657 | 1998–2026 | 42.1MB
SEC Press Releases / complaint 98 | 2007–2025 | 90.9MB
SEC Press Releases / press release 189 | 1998–2024 | 7.6MB
DOJ 126 docs
DOJ SDNY / indictment 3 | 2014–2024 | 1.8MB
DOJ SDNY / press release 123 | 2013–2026 | 14.5MB
build b23a6a8 · corpus snapshot pinned to this build