Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
FCPA Violation 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

1,995 documents, 3 sources, 634.6MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, market-manipulation, financial-fraud, fcpa, obstruction contains 1,995 documents clear
SEC 1,839 docs
SEC Litigation Releases / complaint 386 | 2000–2026 | 389.6MB
SEC Litigation Releases / judgment 29 | 2003–2026 | 12.7MB
SEC Litigation Releases / litigation release 1,013 | 1998–2026 | 64.9MB
SEC Press Releases / complaint 141 | 2007–2025 | 136.6MB
SEC Press Releases / press release 270 | 1998–2025 | 10.6MB
DOJ 156 docs
DOJ SDNY / indictment 4 | 2013–2024 | 2.2MB
DOJ SDNY / press release 152 | 2013–2026 | 18.0MB
build b23a6a8 · corpus snapshot pinned to this build