Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
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Securities Anomalies

SEC/DOJ Heuristics

514 documents, 3 sources, 126.1MB, 19982026. 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, corporate-fraud, public-corruption contains 514 documents clear
SEC 435 docs
SEC Litigation Releases / complaint 74 | 2001–2026 | 46.1MB
SEC Litigation Releases / judgment 10 | 2003–2026 | 3.7MB
SEC Litigation Releases / litigation release 246 | 2000–2026 | 15.7MB
SEC Press Releases / complaint 28 | 2011–2022 | 45.9MB
SEC Press Releases / press release 77 | 1998–2024 | 3.6MB
DOJ 79 docs
DOJ SDNY / indictment 4 | 2013–2023 | 2.3MB
DOJ SDNY / press release 75 | 2013–2025 | 8.9MB
build b23a6a8 · corpus snapshot pinned to this build