Accounting / Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K · NT 10-Q
recall 80% precision 48% + content rule precision 50%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
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Securities Anomalies

SEC/DOJ Heuristics

3,781 documents, 3 sources, 995.5MB, 19952026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, accounting-fraud, financial-fraud, crypto-securities contains 3,781 documents clear
SEC 3,520 docs
SEC Litigation Releases / complaint 699 | 1995–2026 | 596.5MB
SEC Litigation Releases / judgment 49 | 2018–2026 | 16.4MB
SEC Litigation Releases / litigation release 1,999 | 1995–2026 | 128.1MB
SEC Press Releases / complaint 226 | 2004–2026 | 193.3MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 545 | 1997–2026 | 24.7MB
DOJ 261 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 4 | 2013–2024 | 3.4MB
DOJ SDNY / press release 256 | 2013–2026 | 30.1MB
build b23a6a8 · corpus snapshot pinned to this build