EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
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Securities Anomalies

SEC/DOJ Heuristics

1,326 documents, 3 sources, 452.6MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, investment-adviser-fraud, boiler-room, affinity-fraud contains 1,326 documents clear
SEC 1,191 docs
SEC Litigation Releases / complaint 249 | 1990–2026 | 238.6MB
SEC Litigation Releases / judgment 6 | 2003–2026 | 1.8MB
SEC Litigation Releases / litigation release 680 | 1998–2026 | 43.6MB
SEC Press Releases / complaint 93 | 2010–2025 | 143.6MB
SEC Press Releases / press release 163 | 1997–2024 | 7.1MB
DOJ 135 docs
DOJ SDNY / indictment 4 | 2013–2023 | 2.5MB
DOJ SDNY / press release 131 | 2013–2026 | 15.4MB
build b23a6a8 · corpus snapshot pinned to this build