Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
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Securities Anomalies

SEC/DOJ Heuristics

1,026 documents, 3 sources, 320.2MB, 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, investment-adviser-fraud, racketeering contains 1,026 documents clear
SEC 936 docs
SEC Litigation Releases / complaint 174 | 2003–2026 | 159.5MB
SEC Litigation Releases / judgment 22 | 2003–2026 | 11.8MB
SEC Litigation Releases / litigation release 528 | 1998–2026 | 33.7MB
SEC Press Releases / complaint 71 | 2010–2022 | 95.5MB
SEC Press Releases / press release 141 | 1998–2025 | 6.5MB
DOJ 90 docs
DOJ SDNY / indictment 5 | 2013–2023 | 3.0MB
DOJ SDNY / press release 85 | 2013–2025 | 10.1MB
build b23a6a8 · corpus snapshot pinned to this build