Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
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Securities Anomalies

SEC/DOJ Heuristics

1,768 documents, 3 sources, 598.6MB, 19902026. 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, broker-dealer-fraud, affinity-fraud, obstruction, racketeering contains 1,768 documents clear
SEC 1,627 docs
SEC Litigation Releases / complaint 353 | 1990–2026 | 338.7MB
SEC Litigation Releases / judgment 37 | 2003–2026 | 26.8MB
SEC Litigation Releases / litigation release 897 | 1998–2026 | 57.4MB
SEC Press Releases / complaint 125 | 2010–2025 | 148.6MB
SEC Press Releases / press release 215 | 1998–2025 | 9.2MB
DOJ 141 docs
DOJ SDNY / indictment 4 | 2013–2014 | 1.7MB
DOJ SDNY / press release 137 | 2013–2026 | 16.2MB
build b23a6a8 · corpus snapshot pinned to this build