Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Pump-and-Dump methodology →
EDGAR forms: S-8 · S-1 · 424B · 8-K · 4 · SC 13D/G · Form 10 · 15-12G
recall 69% precision 12% + content rule precision 50%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

2,067 documents, 3 sources, 672.5MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: pump-and-dump, ponzi, broker-dealer-fraud, obstruction, advance-fee contains 2,067 documents clear
SEC 1,946 docs
SEC Litigation Releases / complaint 382 | 2004–2026 | 364.7MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 40 | 2011–2026 | 32.9MB
SEC Litigation Releases / litigation release 1,130 | 1997–2026 | 72.6MB
SEC Press Releases / complaint 131 | 2010–2025 | 175.8MB
SEC Press Releases / press release 262 | 1998–2025 | 11.3MB
DOJ 121 docs
DOJ SDNY / indictment 2 | 2014 | 771KB
DOJ SDNY / press release 119 | 2013–2026 | 14.1MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build