Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
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%
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,792 documents, 3 sources, 618.0MB, 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, market-manipulation, crypto-securities, racketeering contains 1,792 documents clear
SEC 1,693 docs
SEC Litigation Releases / complaint 317 | 2003–2026 | 349.5MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 37 | 2003–2026 | 26.6MB
SEC Litigation Releases / litigation release 950 | 1997–2026 | 61.1MB
SEC Press Releases / complaint 125 | 2010–2024 | 155.6MB
SEC Press Releases / press release 263 | 1998–2025 | 12.0MB
DOJ 99 docs
DOJ SDNY / indictment 3 | 2013–2024 | 1.4MB
DOJ SDNY / press release 96 | 2013–2026 | 11.4MB
build b23a6a8 · corpus snapshot pinned to this build