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%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,823 documents, 3 sources, 616.7MB, 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, ponzi, fcpa, public-corruption contains 1,823 documents clear
SEC 1,696 docs
SEC Litigation Releases / complaint 342 | 2004–2026 | 348.7MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 19 | 2020–2025 | 16.1MB
SEC Litigation Releases / litigation release 975 | 1997–2026 | 62.7MB
SEC Press Releases / complaint 124 | 2010–2025 | 163.7MB
SEC Press Releases / press release 235 | 1998–2024 | 9.7MB
DOJ 127 docs
DOJ SDNY / indictment 1 | 2014 | 456KB
DOJ SDNY / press release 126 | 2013–2026 | 14.9MB
build b23a6a8 · corpus snapshot pinned to this build