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%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
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

4,052 documents, 3 sources, 1057.8MB, 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, pump-and-dump, non-corporate, boiler-room, obstruction contains 4,052 documents clear
SEC 3,811 docs
SEC Litigation Releases / complaint 656 | 1995–2026 | 570.2MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 47 | 2019–2026 | 29.7MB
SEC Litigation Releases / litigation release 2,133 | 1995–2026 | 137.0MB
SEC Press Releases / complaint 221 | 2006–2026 | 255.4MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 752 | 1994–2026 | 33.2MB
DOJ 241 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 2 | 2013 | 2.1MB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 237 | 2013–2026 | 27.9MB
build b23a6a8 · corpus snapshot pinned to this build