What is "big data analysis in the application process"?

With the advancement in the technology of big data analytics, we may now use it to analyse different kinds of personal data of a borrower for loan approval, instead of collecting borrowers' income proof to assess their repayment ability. Personal data includes but not limited to an individual's banking transactions history, credit record and income, etc.