EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Non-Corporate Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Public Corruption 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%
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Securities Anomalies

SEC/DOJ Heuristics

2,160 documents, 3 sources, 693.9MB, 19942026. 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, non-corporate, crypto-securities, public-corruption contains 2,160 documents clear
SEC 1,996 docs
SEC Litigation Releases / complaint 373 | 2004–2026 | 395.7MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 33 | 2019–2025 | 22.1MB
SEC Litigation Releases / litigation release 997 | 1997–2026 | 64.4MB
SEC Press Releases / complaint 133 | 2010–2025 | 170.8MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 458 | 1994–2026 | 18.7MB
DOJ 164 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 2 | 2014–2024 | 964KB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 160 | 2013–2026 | 18.9MB
build b23a6a8 · corpus snapshot pinned to this build