Download and consider the rejected loans dataset of LendingClub data titled "RejectStatsA Ready".

Required:

Please choose among these attributes in the data dictionary, and indicate which are likely to be predictive of loan rejection, and which are not.

Predictive Attributes Predictive?

Amount Requested

Zip Code

Loan Title

Debt$-$To$-$Income Ratio

Application Date

Risk$\_$Score

Employment Length