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

SEC/DOJ Heuristics

1,516 documents, 3 sources, 520.1MB, 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, health-care-fraud, fcpa contains 1,516 documents clear
SEC 1,382 docs
SEC Litigation Releases / complaint 314 | 2003–2026 | 313.9MB
SEC Litigation Releases / judgment 16 | 2003–2026 | 10.0MB
SEC Litigation Releases / litigation release 751 | 1998–2026 | 48.1MB
SEC Press Releases / complaint 116 | 2010–2025 | 123.8MB
SEC Press Releases / press release 185 | 1998–2025 | 7.4MB
DOJ 134 docs
DOJ SDNY / indictment 3 | 2013–2014 | 1.4MB
DOJ SDNY / press release 131 | 2013–2026 | 15.6MB
build b23a6a8 · corpus snapshot pinned to this build