Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
FCPA Violation 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%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

1,019 documents, 3 sources, 341.1MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: market-manipulation, pre-ipo-fraud, crypto-securities, fcpa, obstruction, racketeering contains 1,019 documents clear
SEC 918 docs
SEC Litigation Releases / complaint 201 | 2003–2026 | 209.2MB
SEC Litigation Releases / judgment 20 | 2003–2026 | 14.6MB
SEC Litigation Releases / litigation release 466 | 1998–2026 | 29.8MB
SEC Press Releases / complaint 74 | 2010–2023 | 66.8MB
SEC Press Releases / press release 157 | 1998–2025 | 7.7MB
DOJ 101 docs
DOJ SDNY / indictment 3 | 2013–2024 | 1.4MB
DOJ SDNY / press release 98 | 2013–2026 | 11.6MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build