Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

847 documents, 3 sources, 235.0MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: investment-adviser-fraud, broker-dealer-fraud, pre-ipo-fraud, affinity-fraud, obstruction contains 847 documents clear
SEC 767 docs
SEC Litigation Releases / complaint 143 | 1990–2026 | 94.8MB
SEC Litigation Releases / judgment 29 | 2003–2026 | 22.7MB
SEC Litigation Releases / litigation release 433 | 1999–2026 | 27.7MB
SEC Press Releases / complaint 38 | 2011–2023 | 71.8MB
SEC Press Releases / press release 124 | 1998–2025 | 6.7MB
DOJ 80 docs
DOJ SDNY / indictment 4 | 2013–2023 | 2.4MB
DOJ SDNY / press release 76 | 2013–2026 | 8.9MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build