Health Care Fraud 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%
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

1,258 documents, 3 sources, 392.8MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, broker-dealer-fraud, pre-ipo-fraud, health-care-fraud, obstruction, racketeering contains 1,258 documents clear
SEC 1,138 docs
SEC Litigation Releases / complaint 264 | 2004–2026 | 226.8MB
SEC Litigation Releases / judgment 23 | 2011–2026 | 20.9MB
SEC Litigation Releases / litigation release 629 | 1998–2026 | 40.3MB
SEC Press Releases / complaint 76 | 2010–2025 | 83.5MB
SEC Press Releases / press release 146 | 1999–2025 | 6.6MB
DOJ 120 docs
DOJ SDNY / indictment 2 | 2014 | 771KB
DOJ SDNY / press release 118 | 2013–2026 | 13.9MB
build b23a6a8 · corpus snapshot pinned to this build