- To analyze data of 5000 customers of Universal Bank
- To understand what 'Credit Score' depends on
- To establish the presence of (or lack thereof) a linear relationship between credit score and other variables
Approach
Use Correlation Plots and Linear Regression to study dependencies
- Analyze whether some variables are highly correlated to each other
- Regress Credit Score with Income alone
- Regress Credit Score with all the clean variables