Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Health Care Fraud 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%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

2,124 documents, 3 sources, 689.9MB, 19972026. 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, ponzi, broker-dealer-fraud, health-care-fraud, fcpa, obstruction contains 2,124 documents clear
SEC 1,998 docs
SEC Litigation Releases / complaint 403 | 2004–2026 | 378.3MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 40 | 2011–2026 | 32.9MB
SEC Litigation Releases / litigation release 1,141 | 1997–2026 | 73.3MB
SEC Press Releases / complaint 135 | 2010–2025 | 177.6MB
SEC Press Releases / press release 278 | 1998–2025 | 12.0MB
DOJ 126 docs
DOJ SDNY / indictment 2 | 2014 | 771KB
DOJ SDNY / press release 124 | 2013–2026 | 14.7MB
build b23a6a8 · corpus snapshot pinned to this build