Historical Banking/Finance Dataset Generator

Generate historical banking/finance datasets for a specified period (up to 2TB)

Customize Historical Datasets

Enter the number of rows for each table and the historical date range. Datasets are generated and cleaned (ETL) once. View eleven dashboards in a tabbed modal or download datasets. For >1M rows (up to 2TB), use the server-side Python script.

About the Historical Dataset

Datasets are generated and cleaned (ETL) once for the specified historical period. ETL includes data cleaning, validation, deduplication, and enrichment. A pop-up window shows when it's best to download based on data quality (e.g., Completeness > 95%, Duplicate % < 1%, Referential Integrity 100%). Click 'Download Datasets' or use the pop-up's 'Download Now' button when prompted. Eleven dashboards (Customer & Account, Deposits & Withdrawals, Loans & Credit, Transactions & Payments, Risk & Compliance, Profitability & Efficiency, Capital & Liquidity, Customer Service, Digital Channels, Sustainability & Social, Innovation & Technology) appear in a draggable, resizable tabbed modal after generation, showing historical KPIs and trends, with options to download as JPG/Excel. The dataset includes: customers.csv, accounts.csv, transactions.csv, loans.csv, marketing_campaigns.csv, service_tickets.csv, digital_interactions.csv, and bank_overall_data.csv.