Preview Questions Data Analyst | Role Specific Skill

Question 1: What is the best visualization to show the relationship between loan default rate and unemployment rate for a specific region?

Which action should you take?

Choose only one option

Scatter plot

Bubble chart

Heatmap

Bar chart

Question 2: Which method would you use to generate a report that shows customer retention rate over multiple periods in a banking system?

Which action should you take?

Choose only one option

Use SQL GROUP BY to summarize data

Use a line graph to track customer count

Use a simple count of customer records

Use a moving average calculation

Question 3: Which is the most efficient way to document a detailed analysis of a bank's liquidity ratio for quarterly reports?

Which action should you take?

Choose only one option

Use Excel to produce a table with the ratio calculations and explanations

Use a visual representation like a gauge chart

Create a detailed narrative explaining the ratio's fluctuations

Provide only the final ratio without context

Question 4: For a dashboard displaying multiple KPIs in the BFSI sector, which visualization type would provide a quick overview of performance across different metrics?

Which action should you take?

Choose only one option

Pie chart with equal divisions

Line chart with multiple lines for each KPI

KPI indicators with color-coded statuses

Horizontal bar chart

Question 5: How can you detect trends in the financial transactions of customers for predictive analytics?

Which action should you take?

Choose only one option

Apply principal component analysis to find patterns

Apply clustering to group customers by transaction behavior

Use linear regression on historical transaction data

Use ARIMA for trend forecasting

Question 6: Which method is most effective in handling inconsistencies between different data types in BFSI datasets?

Which action should you take?

Choose only one option

Perform anomaly detection

Use cross-validation techniques

Perform data standardization

Apply regular expressions to clean the data