Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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%
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Securities Anomalies

SEC/DOJ Heuristics

3,093 documents, 3 sources, 782.3MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, broker-dealer-fraud, pre-ipo-fraud, affinity-fraud, obstruction, racketeering contains 3,093 documents clear
SEC 2,870 docs
SEC Litigation Releases / complaint 555 | 1990–2026 | 424.2MB
SEC Litigation Releases / judgment 39 | 2011–2026 | 29.0MB
SEC Litigation Releases / litigation release 1,669 | 1995–2026 | 106.7MB
SEC Press Releases / complaint 168 | 2006–2026 | 172.8MB
SEC Press Releases / press release 439 | 1997–2026 | 21.4MB
DOJ 223 docs
DOJ SDNY / indictment 3 | 2013–2014 | 2.4MB
DOJ SDNY / press release 220 | 2013–2026 | 25.8MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build