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%
Accounting / Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K · NT 10-Q
recall 80% precision 48% + content rule precision 50%
FCPA Violation 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%
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,992 documents, 3 sources, 612.8MB, 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, accounting-fraud, investment-adviser-fraud, fcpa, advance-fee contains 1,992 documents clear
SEC 1,880 docs
SEC Litigation Releases / complaint 346 | 1998–2026 | 322.9MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 43 | 2003–2026 | 23.1MB
SEC Litigation Releases / litigation release 1,090 | 1997–2026 | 70.3MB
SEC Press Releases / complaint 122 | 2004–2024 | 166.2MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 276 | 1998–2024 | 12.1MB
DOJ 112 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 3 | 2013–2023 | 2.1MB
DOJ SDNY / press release 108 | 2013–2026 | 12.8MB
build b23a6a8 · corpus snapshot pinned to this build