Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
Non-Corporate Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
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Securities Anomalies

SEC/DOJ Heuristics

3,526 documents, 3 sources, 895.7MB, 19942026. 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, non-corporate contains 3,526 documents clear
SEC 3,280 docs
SEC Litigation Releases / complaint 596 | 1995–2026 | 499.8MB
SEC Litigation Releases / judgment 44 | 2003–2026 | 23.5MB
SEC Litigation Releases / litigation release 1,772 | 1995–2026 | 113.6MB
SEC Press Releases / complaint 201 | 2006–2026 | 196.4MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 666 | 1994–2026 | 29.1MB
DOJ 246 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 4 | 2013–2014 | 3.0MB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 240 | 2013–2026 | 28.3MB
build b23a6a8 · corpus snapshot pinned to this build