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The Aurelia Audit Review Collection contains audit records across multiple organizations, including amounts, types, findings, recommendations, and status…

The Ledgercrest Accounting Portfolio includes asset valuation records, revenue and expense reports, and detailed depreciation schedules. It supports…

The Clearstone Financial Operations Pack brings together accounts receivable and payable records, budget performance reports, and structured cash-flow…

Analyze credit risk, operational risk, market risk, probability of default, financial exposure, and mitigation strategies using a realistic…

A comprehensive startup funding dataset containing founder information, funding amounts, investment types, startup stages, funding dates, business sectors,…

Analyze customer acquisition costs, marketing performance, startup survival rates, business longevity, and growth strategies using a comprehensive entrepreneurship…

Datasets covering claims management, premium analysis, underwriting risk, policyholder demographics, loss ratios, and reinsurance operations. This collection reflects…

Develop practical insurance and actuarial analytics skills using a comprehensive collection of datasets covering claims management, premium analysis,…

Understanding how technological innovation, investment markets, compliance, and customer behavior interact enables organizations to develop competitive financial products,…

This dataset reflects the operational information processed by payment service providers, digital banks, e-commerce companies, financial institutions, payment…

The financial performance of real estate markets depends on the interaction between rental demand, mortgage availability, and property…

Residential real estate markets are influenced by housing supply, buyer demand, affordability, and new construction. Investors, developers, governments,…

Efficient logistics operations are essential for moving products through supply chains while controlling transportation costs and maintaining high…

One row is one budget line of one department of Clearstone: category (Marketing, Operations, R&D, Sales), budgeted_amount, actual_amount.…

One row is one invoice: receivable_amount (owed to Clearstone), payable_amount (owed by it), due_date (one invoice a week,…

One row is one recorded movement of cash within one activity: cash_type (Operating, Investing, Financing), inflow, outflow. 1,000…

One row is one department: category (joins to the category of the budget lines), dept_head, office, headcount. Five…

One row is one application's business plan: Business Name (Business 1 to Business 1000, the key that joins…

One row is one competitor in one market (a product segment in a region) in one year, 2018…

One row is one application's pitch: Business Name, Funding Goal (USD), Pitch Format, Investor Target, Pitch Date and…

One row is what happened to one application: Business Name, Stage Reached (Screened Out, Interviewed, Due Diligence, Funded,…

One row is one application's revenue snapshot: Business Name, Revenue Model (Subscription, Pay-per-use, Freemium, Advertising, Direct Sales), Annual…

One row is one funded startup in one month, from the month after the investment to March 2026…