Corporate Credit Risk Analysis Dataset

Master the Art of Financial Risk Assessment

Take your financial analysis skills to the next level with this high-fidelity, synthetic credit risk dataset. Built to simulate real-world corporate lending scenarios, this Excel file gives you the tools to practice credit analysis, risk modeling, and portfolio management with confidence.

Whether you're an aspiring analyst, fintech builder, or finance student, this dataset provides a realistic environment to sharpen your skills and build standout projects.

Why This Dataset Stands Out

Understanding credit risk requires more than theory—you need data that behaves like the real world.

This dataset is carefully designed with:

• Logical financial relationships

• Realistic business scenarios

• Built-in risk evaluation mechanisms

So you can practice making decisions the way professionals actually do.

 What’s Inside?

✔ 500 Corporate Records

• Diverse companies across high-growth and stable industries

• Includes SaaS, FinTech, Infrastructure, Energy, and Manufacturing

✔ Realistic Financial Structure

Each record includes key financial metrics such as:

• Revenue

• EBITDA

• Total Debt

• Interest Expense

These variables are structured to reflect real corporate financial behavior.

Key Features & Metrics

 Comprehensive Financial Data

Perform full financial analysis using core company metrics that mirror real financial statements.

 Critical Risk Ratios (Pre-Calculated)

Save time and focus on analysis with built-in ratios:

• Debt/EBITDA (Leverage Ratio)

• DSCR (Debt Service Coverage Ratio)

• Current Ratio

Perfect for evaluating a company’s financial health and repayment ability.

Behavioral Credit Indicators

Go beyond static data with performance tracking:

• Days Sales Outstanding (DSO)

• Payment Status categories (Current → 90+ Days Past Due)

Automated Risk Engine

A powerful built-in Excel formula automatically assigns:

• Low Risk

• Medium Risk

• High Risk

Based on the company’s financial condition—ideal for learning automated scoring systems.

Ready-to-Use Professional Formatting

• Color-coded conditional formatting

• Frozen panes for easy navigation

• Filterable headers for quick analysis

No setup required—start analyzing immediately.

What You Can Do With This Dataset

Use this dataset to build practical, portfolio-ready projects:

• Credit risk dashboards (Power BI / Tableau)

• Financial modeling in Excel

• Automated credit scoring systems

• Portfolio risk analysis

• Credit memos and case studies

Who Is This For?

Aspiring Analysts

Build a strong portfolio by working with realistic credit data and showcasing your analytical skills.

Fintech Founders

Test and prototype:

• Credit scoring algorithms

• Revenue management tools

• Accounts receivable (AR) systems

 Educators & Students

Perfect for teaching and learning:

• Financial ratio analysis

• Credit modeling

• Risk assessment frameworks

Product Specifications

• Format: Microsoft Excel (.XLSX)

• Size: 500 Rows × 13 Columns

• Download: Instant

• Editable: Yes (No password protection)

Why You Need This Dataset

If you want to work in finance, lending, or fintech, you need to understand how risk is evaluated in real life.

This dataset gives you:

• Realistic financial relationships

• Hands-on modeling experience

• Portfolio-ready project opportunities

Get Started Today

Download the dataset and start building:

• Credit risk models

• Financial dashboards

• Real-world case studies

If you’d like, I can also help you:

• Create a landing page design for your website

• Build a Power BI dashboard from this dataset

• Write SQL queries for credit risk analysis

• Create a full portfolio project around this dataset