| Credit_Score (target) | string | 3 unique values
0 missing | |
| ID | string | 100000 unique values
0 missing | |
| Customer_ID | string | 12500 unique values
0 missing | |
| Month | string | 8 unique values
0 missing | |
| Name | string | 10139 unique values
9985 missing | |
| Age | numeric | 1728 unique values
0 missing | |
| SSN | string | 12501 unique values
0 missing | |
| Occupation | string | 16 unique values
0 missing | |
| Annual_Income | numeric | 13487 unique values
0 missing | |
| Monthly_Inhand_Salary | numeric | 13235 unique values
15002 missing | |
| Num_Bank_Accounts | numeric | 942 unique values
0 missing | |
| Num_Credit_Card | numeric | 1179 unique values
0 missing | |
| Interest_Rate | numeric | 1750 unique values
0 missing | |
| Num_of_Loan | numeric | 413 unique values
0 missing | |
| Type_of_Loan | string | 6260 unique values
11408 missing | |
| Delay_from_due_date | numeric | 68 unique values
0 missing | |
| Num_of_Delayed_Payment | numeric | 708 unique values
7002 missing | |
| Changed_Credit_Limit | numeric | 4375 unique values
2091 missing | |
| Num_Credit_Inquiries | numeric | 1223 unique values
1965 missing | |
| Credit_Mix | string | 4 unique values
0 missing | |
| Outstanding_Debt | numeric | 12203 unique values
0 missing | |
| Credit_Utilization_Ratio | numeric | 100000 unique values
0 missing | |
| Credit_History_Age | string | 404 unique values
9030 missing | |
| Payment_of_Min_Amount | string | 3 unique values
0 missing | |
| Total_EMI_per_month | numeric | 14950 unique values
0 missing | |
| Amount_invested_monthly | numeric | 91049 unique values
4479 missing | |
| Payment_Behaviour | string | 7 unique values
0 missing | |
| Monthly_Balance | numeric | 98792 unique values
1200 missing | |