Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
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%
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Securities Anomalies

SEC/DOJ Heuristics

1,301 documents, 3 sources, 421.3MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, investment-adviser-fraud, boiler-room, public-corruption contains 1,301 documents clear
SEC 1,157 docs
SEC Litigation Releases / complaint 242 | 2004–2026 | 221.6MB
SEC Litigation Releases / judgment 6 | 2003–2026 | 1.8MB
SEC Litigation Releases / litigation release 662 | 1998–2026 | 42.4MB
SEC Press Releases / complaint 91 | 2010–2025 | 129.6MB
SEC Press Releases / press release 156 | 1997–2024 | 6.8MB
DOJ 144 docs
DOJ SDNY / indictment 4 | 2013–2023 | 2.5MB
DOJ SDNY / press release 140 | 2013–2026 | 16.5MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build