write code in R. The dataset is the loandefault dataset. the variables are "Age","Income","LoanAmount","CreditScore","MonthsEmployed","NumCreditLines","InterestRate","LoanTerm","Education","EmploymentType","MaritalStatus","HasCoSigner","Default" Briefly describe each of the variables in the dataset - Identify the type of variable (numeric or categorical) - Describe the distribution of the data using tables or histograms - Be sure to properly label plots! - Include distribution information for numeric variables like mean and standard deviation