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%
Health Care Fraud 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

1,401 documents, 3 sources, 436.4MB, 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, investment-adviser-fraud, health-care-fraud contains 1,401 documents clear
SEC 1,324 docs
SEC Litigation Releases / complaint 221 | 2004–2026 | 211.0MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 25 | 2003–2026 | 17.9MB
SEC Litigation Releases / litigation release 795 | 1997–2026 | 51.1MB
SEC Press Releases / complaint 80 | 2010–2024 | 135.9MB
SEC Press Releases / press release 202 | 1998–2024 | 9.3MB
DOJ 77 docs
DOJ SDNY / indictment 3 | 2013–2023 | 2.1MB
DOJ SDNY / press release 74 | 2013–2026 | 8.8MB
build b23a6a8 · corpus snapshot pinned to this build