EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
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

1,605 documents, 3 sources, 487.7MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, financial-fraud, investment-adviser-fraud contains 1,605 documents clear
SEC 1,459 docs
SEC Litigation Releases / complaint 300 | 2000–2026 | 278.3MB
SEC Litigation Releases / judgment 19 | 2003–2026 | 4.4MB
SEC Litigation Releases / litigation release 823 | 1998–2026 | 52.7MB
SEC Press Releases / complaint 104 | 2007–2025 | 123.8MB
SEC Press Releases / press release 213 | 1998–2024 | 8.5MB
DOJ 146 docs
DOJ SDNY / indictment 5 | 2013–2024 | 3.4MB
DOJ SDNY / press release 141 | 2013–2026 | 16.6MB
build b23a6a8 · corpus snapshot pinned to this build