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%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Non-Corporate Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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

1,795 documents, 3 sources, 493.9MB, 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, financial-fraud, non-corporate, fcpa contains 1,795 documents clear
SEC 1,718 docs
SEC Litigation Releases / complaint 263 | 2000–2026 | 275.0MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 44 | 2019–2026 | 24.3MB
SEC Litigation Releases / litigation release 861 | 1997–2026 | 55.7MB
SEC Press Releases / complaint 90 | 2007–2024 | 108.7MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 458 | 1994–2026 | 18.3MB
DOJ 77 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 1 | 2024 | 835KB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 74 | 2013–2026 | 8.8MB
build b23a6a8 · corpus snapshot pinned to this build