Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Pump-and-Dump methodology →
EDGAR forms: S-8 · S-1 · 424B · 8-K · 4 · SC 13D/G · Form 10 · 15-12G
recall 69% precision 12% + content rule precision 50%
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.
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Securities Anomalies

SEC/DOJ Heuristics

1,969 documents, 3 sources, 592.0MB, 19942026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: pump-and-dump, market-manipulation, non-corporate, obstruction contains 1,969 documents clear
SEC 1,873 docs
SEC Litigation Releases / complaint 296 | 2003–2026 | 319.5MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 47 | 2003–2026 | 31.6MB
SEC Litigation Releases / litigation release 966 | 1997–2026 | 62.4MB
SEC Press Releases / complaint 112 | 2010–2024 | 145.8MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 450 | 1994–2026 | 18.5MB
DOJ 96 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 2 | 2013–2014 | 943KB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 92 | 2013–2026 | 11.0MB
build b23a6a8 · corpus snapshot pinned to this build