EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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Securities Anomalies

SEC/DOJ Heuristics

1,503 documents, 3 sources, 486.0MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, financial-fraud, boiler-room, affinity-fraud, public-corruption contains 1,503 documents clear
SEC 1,370 docs
SEC Litigation Releases / complaint 281 | 1990–2026 | 295.1MB
SEC Litigation Releases / judgment 13 | 2019–2026 | 2.7MB
SEC Litigation Releases / litigation release 768 | 1998–2026 | 49.3MB
SEC Press Releases / complaint 101 | 2007–2025 | 114.1MB
SEC Press Releases / press release 207 | 1997–2024 | 8.2MB
DOJ 133 docs
DOJ SDNY / indictment 2 | 2014–2024 | 1.3MB
DOJ SDNY / press release 131 | 2013–2026 | 15.4MB
build b23a6a8 · corpus snapshot pinned to this build