Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
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Securities Anomalies

SEC/DOJ Heuristics

3,348 documents, 3 sources, 903.3MB, 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, market-manipulation, affinity-fraud, obstruction contains 3,348 documents clear
SEC 3,112 docs
SEC Litigation Releases / complaint 595 | 1990–2026 | 506.7MB
SEC Litigation Releases / judgment 32 | 2003–2026 | 18.1MB
SEC Litigation Releases / litigation release 1,813 | 1995–2026 | 115.9MB
SEC Press Releases / complaint 204 | 2006–2026 | 210.4MB
SEC Press Releases / press release 468 | 1997–2026 | 21.8MB
DOJ 236 docs
DOJ SDNY / indictment 4 | 2013–2014 | 3.0MB
DOJ SDNY / press release 232 | 2013–2026 | 27.4MB
build b23a6a8 · corpus snapshot pinned to this build