============================================================ FINANCIAL NETWORK GENERATION SUMMARY ============================================================ Generated: 2025-09-07T18:51:06.567848 DATASET OVERVIEW: Users: 500 Accounts: 755 Transactions: 5,000 Malicious Users: 25 (5.0%) RISK ANALYSIS: High-Risk Transactions: 11 (0.2%) FRAUD PATTERNS DETECTED: Unusual Hours: 49 NETWORK METRICS: Total Nodes: 755 Total Edges: 5,000 Average Transaction Amount: $314.77 Total Volume: $1,573,830.19 ============================================================