Capital One Data Case Study
Analyze credit card transaction data to identify patterns, assess risk factors, and develop recommendations for Capital One's business strategy. This case study tests your ability to work with financial data and communicate insights to stakeholders.
Positions Using This Test
What to Expect
Download a CSV file with credit card transaction data
Answer 18 multiple choice questions about transaction patterns and customer behavior
Write 4 short answer responses analyzing risk factors and customer segments
Complete 3 essay questions with strategic recommendations for the business
You have 90 minutes to complete the entire test
Question Format
18
Data analysis questions requiring Excel calculations
4
Business insight questions (100-200 words)
3
Strategic recommendations (300-500 words)
Tips for Success
Segment analysis is key - compare behavior across customer segments
Look for fraud patterns in transaction amounts, times, and merchant categories
Calculate utilization rates (balance / credit limit) for risk assessment
For recommendations, consider both customer experience and risk management
Be specific with numbers - cite exact percentages and dollar amounts from your analysis
Common Mistakes to Avoid
Jumping into questions without first exploring the CSV data structure
Not managing time well - spending too long on multiple choice questions
Writing essay responses without citing specific data points