Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Non-Corporate Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,101 documents, 3 sources, 290.3MB, 19942026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: market-manipulation, non-corporate, corporate-fraud, public-corruption contains 1,101 documents clear
SEC 1,000 docs
SEC Litigation Releases / complaint 158 | 2001–2026 | 162.3MB
SEC Litigation Releases / judgment 32 | 2003–2026 | 17.4MB
SEC Litigation Releases / litigation release 418 | 1998–2026 | 27.0MB
SEC Press Releases / complaint 61 | 2010–2022 | 56.1MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 330 | 1994–2026 | 12.9MB
DOJ 101 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 3 | 2013–2014 | 1.1MB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 96 | 2013–2025 | 11.4MB
build b23a6a8 · corpus snapshot pinned to this build