Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
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Securities Anomalies

SEC/DOJ Heuristics

3,669 documents, 3 sources, 964.5MB, 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, market-manipulation, investment-adviser-fraud, obstruction, advance-fee contains 3,669 documents clear
SEC 3,392 docs
SEC Litigation Releases / complaint 637 | 1995–2026 | 516.7MB
SEC Litigation Releases / judgment 38 | 2003–2026 | 19.8MB
SEC Litigation Releases / litigation release 1,986 | 1995–2026 | 126.9MB
SEC Press Releases / complaint 221 | 2006–2026 | 240.1MB
SEC Press Releases / press release 510 | 1997–2026 | 24.0MB
DOJ 277 docs
DOJ SDNY / indictment 7 | 2013–2023 | 5.1MB
DOJ SDNY / press release 270 | 2013–2026 | 31.9MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build