Ponzi methodology →
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
active development — services may be restarted or go down without notice and data is regenerated frequently. Do not rely on any data or service here. Nothing on this site is legal, financial, or investment advice.

Securities Anomalies

Full Corpus Statistics 3,819
SEC/DOJ Heuristics

3,819 documents, 3 sources, 1051.7MB, 1990–2026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

All 9,614 insider-trading 2,591 unregistered-securities 1,828 pump-and-dump 1,004 ponzi 759 market-manipulation 675 accounting-fraud 582 financial-fraud 498 investment-adviser-fraud 348 non-corporate 260 broker-dealer-fraud 249 pre-ipo-fraud 168 boiler-room 167 corporate-fraud 139 crypto-securities 110 affinity-fraud 52 health-care-fraud 49 fcpa 33 obstruction 30 public-corruption 27 advance-fee 25 cyber-fraud 17 racketeering 3
Selected scheme types: insider-trading, ponzi, broker-dealer-fraud, pre-ipo-fraud, affinity-fraud contains 3,819 documents clear
SEC 3,523 docs
SEC Litigation Releases / complaint 723 | 1990–2026 | 591.4MB
SEC Litigation Releases / judgment 39 | 2011–2026 | 29.0MB
SEC Litigation Releases / litigation release 2,023 | 1995–2026 | 129.4MB
SEC Press Releases / complaint 227 | 2006–2026 | 240.8MB
SEC Press Releases / press release 511 | 1997–2026 | 23.9MB
DOJ 296 docs
DOJ SDNY / indictment 4 | 2013–2014 | 2.8MB
DOJ SDNY / press release 292 | 2013–2026 | 34.3MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build