Retail Banking Transaction Sequences

This dataset provides detailed, synthetic banking transaction records across customer accounts, including transaction types, amounts, channels, geolocation, and fraud indicators. Designed for advanced sequence modeling, fraud detection, and behavioral segmentation, it enables deep analysis of financial activity patterns and risk assessment. The rich set of attributes supports both supervised and u

This dataset provides detailed logs of checking account overdraft fee events, capturing transaction details, account and customer identifiers, fee amounts, and customer segmentation. It enables financial institutions to identify high-risk customer segments, analyze patterns of overdraft occurrences, and develop targeted strategies to reduce fee events and improve customer financial health.

This dataset provides granular financial transaction records enriched with customer segmentation, merchant categorization, and risk scoring. It enables banks and fintechs to analyze spending patterns, detect fraud, and optimize product offerings for targeted customer profiles. The dataset is ideal for risk management, customer analytics, and personalized financial services.