EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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

1,489 documents, 3 sources, 505.3MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, market-manipulation, obstruction, advance-fee contains 1,489 documents clear
SEC 1,357 docs
SEC Litigation Releases / complaint 294 | 2003–2026 | 301.0MB
SEC Litigation Releases / judgment 16 | 2003–2026 | 10.0MB
SEC Litigation Releases / litigation release 764 | 1998–2026 | 48.9MB
SEC Press Releases / complaint 112 | 2010–2025 | 122.0MB
SEC Press Releases / press release 171 | 1998–2025 | 6.8MB
DOJ 132 docs
DOJ SDNY / indictment 3 | 2013–2014 | 1.4MB
DOJ SDNY / press release 129 | 2013–2026 | 15.3MB
build b23a6a8 · corpus snapshot pinned to this build