Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,189 documents, 3 sources, 401.1MB, 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, affinity-fraud, obstruction contains 1,189 documents clear
SEC 1,059 docs
SEC Litigation Releases / complaint 228 | 1990–2026 | 212.6MB
SEC Litigation Releases / judgment 6 | 2003–2026 | 1.8MB
SEC Litigation Releases / litigation release 609 | 1998–2026 | 38.9MB
SEC Press Releases / complaint 81 | 2010–2025 | 124.7MB
SEC Press Releases / press release 135 | 1998–2024 | 5.7MB
DOJ 130 docs
DOJ SDNY / indictment 4 | 2013–2023 | 2.5MB
DOJ SDNY / press release 126 | 2013–2026 | 14.9MB
build b23a6a8 · corpus snapshot pinned to this build