Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
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

1,793 documents, 3 sources, 619.0MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, market-manipulation, broker-dealer-fraud, crypto-securities contains 1,793 documents clear
SEC 1,642 docs
SEC Litigation Releases / complaint 376 | 2003–2026 | 362.4MB
SEC Litigation Releases / judgment 39 | 2003–2026 | 27.2MB
SEC Litigation Releases / litigation release 864 | 1998–2026 | 55.4MB
SEC Press Releases / complaint 135 | 2010–2025 | 144.4MB
SEC Press Releases / press release 228 | 1998–2025 | 10.1MB
DOJ 151 docs
DOJ SDNY / indictment 5 | 2013–2024 | 2.2MB
DOJ SDNY / press release 146 | 2013–2026 | 17.3MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build