Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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Securities Anomalies

SEC/DOJ Heuristics

1,014 documents, 3 sources, 369.7MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, boiler-room, affinity-fraud, fcpa, racketeering contains 1,014 documents clear
SEC 914 docs
SEC Litigation Releases / complaint 210 | 1990–2026 | 216.9MB
SEC Litigation Releases / litigation release 500 | 1998–2026 | 32.1MB
SEC Press Releases / complaint 78 | 2010–2025 | 103.5MB
SEC Press Releases / press release 126 | 1997–2024 | 5.0MB
DOJ 100 docs
DOJ SDNY / indictment 1 | 2014 | 456KB
DOJ SDNY / press release 99 | 2013–2026 | 11.7MB
build b23a6a8 · corpus snapshot pinned to this build