Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

3,404 documents, 3 sources, 927.2MB, 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, market-manipulation, crypto-securities, advance-fee, racketeering contains 3,404 documents clear
SEC 3,147 docs
SEC Litigation Releases / complaint 618 | 1995–2026 | 530.4MB
SEC Litigation Releases / judgment 34 | 2003–2026 | 18.5MB
SEC Litigation Releases / litigation release 1,796 | 1995–2026 | 114.8MB
SEC Press Releases / complaint 215 | 2006–2026 | 207.3MB
SEC Press Releases / press release 484 | 1997–2026 | 22.9MB
DOJ 257 docs
DOJ SDNY / indictment 5 | 2013–2024 | 3.5MB
DOJ SDNY / press release 252 | 2013–2026 | 29.7MB
build b23a6a8 · corpus snapshot pinned to this build