This data set includes customers who have paid off their loans, who have been past due and put into collection without paying back their loan and interests, and who have paid off only after they were put in collection. The financial product is a bullet loan that customers should pay off all of their loan debt in just one time by the end of the term, instead of an installment schedule. Of course, they could pay off earlier than their pay schedule.
Loan_id A unique loan number assigned to each loan customers
Loan_status Whether a loan is paid off, in collection, new customer yet to payoff, or paid off after the collection efforts
Principal Basic principal loan amount at the origination
terms Can be weekly (7 days), biweekly, and monthly payoff schedule
Effective_date When the loan got originated and took effects
Due_date Since it’s one-time payoff schedule, each loan has one single due date
Paidoff_time The actual time a customer pays off the loan
Pastdue_days How many days a loan has been past due
Age, education, gender A customer’s basic demographic information
Use the following R code to directly access this dataset in R.