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

SEC/DOJ Heuristics

1,027 documents, 3 sources, 371.6MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, boiler-room, affinity-fraud, health-care-fraud contains 1,027 documents clear
SEC 928 docs
SEC Litigation Releases / complaint 209 | 1990–2026 | 220.0MB
SEC Litigation Releases / litigation release 523 | 1998–2026 | 33.6MB
SEC Press Releases / complaint 75 | 2010–2025 | 101.2MB
SEC Press Releases / press release 121 | 1997–2024 | 4.9MB
DOJ 99 docs
DOJ SDNY / indictment 1 | 2014 | 456KB
DOJ SDNY / press release 98 | 2013–2026 | 11.5MB
build 608ae5f · 2026-08-25 · corpus snapshot pinned to this build