EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Racketeering / RICO 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%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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Securities Anomalies

SEC/DOJ Heuristics

4,117 documents, 3 sources, 1120.2MB, 19952026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, ponzi, investment-adviser-fraud, broker-dealer-fraud, boiler-room, racketeering contains 4,117 documents clear
SEC 3,798 docs
SEC Litigation Releases / complaint 754 | 1995–2026 | 598.7MB
SEC Litigation Releases / judgment 43 | 2003–2026 | 26.6MB
SEC Litigation Releases / litigation release 2,197 | 1995–2026 | 140.5MB
SEC Press Releases / complaint 250 | 2006–2026 | 286.9MB
SEC Press Releases / press release 554 | 1997–2026 | 25.8MB
DOJ 319 docs
DOJ SDNY / indictment 7 | 2013–2023 | 4.9MB
DOJ SDNY / press release 312 | 2013–2026 | 36.7MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build