Loan_ID
stringlengths 8
8
| Gender
stringclasses 2
values | Married
stringclasses 2
values | Dependents
stringclasses 4
values | Education
stringclasses 2
values | Self_Employed
stringclasses 2
values | ApplicantIncome
int64 150
81k
| CoapplicantIncome
float64 0
41.7k
| LoanAmount
float64 9
700
⌀ | Loan_Amount_Term
float64 12
480
⌀ | Credit_History
float64 0
1
⌀ | Property_Area
stringclasses 3
values | Loan_Status
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
LP002949 | Female | No | 3+ | Graduate | null | 416 | 41,667 | 350 | 180 | null | Urban | N |
LP002950 | Male | Yes | 0 | Not Graduate | null | 2,894 | 2,792 | 155 | 360 | 1 | Rural | Y |
LP002953 | Male | Yes | 3+ | Graduate | No | 5,703 | 0 | 128 | 360 | 1 | Urban | Y |
LP002958 | Male | No | 0 | Graduate | No | 3,676 | 4,301 | 172 | 360 | 1 | Rural | Y |
LP002959 | Female | Yes | 1 | Graduate | No | 12,000 | 0 | 496 | 360 | 1 | Semiurban | Y |
LP002960 | Male | Yes | 0 | Not Graduate | No | 2,400 | 3,800 | null | 180 | 1 | Urban | N |
LP002961 | Male | Yes | 1 | Graduate | No | 3,400 | 2,500 | 173 | 360 | 1 | Semiurban | Y |
LP002964 | Male | Yes | 2 | Not Graduate | No | 3,987 | 1,411 | 157 | 360 | 1 | Rural | Y |
LP002974 | Male | Yes | 0 | Graduate | No | 3,232 | 1,950 | 108 | 360 | 1 | Rural | Y |
LP002978 | Female | No | 0 | Graduate | No | 2,900 | 0 | 71 | 360 | 1 | Rural | Y |
LP002979 | Male | Yes | 3+ | Graduate | No | 4,106 | 0 | 40 | 180 | 1 | Rural | Y |
LP002983 | Male | Yes | 1 | Graduate | No | 8,072 | 240 | 253 | 360 | 1 | Urban | Y |
LP002984 | Male | Yes | 2 | Graduate | No | 7,583 | 0 | 187 | 360 | 1 | Urban | Y |
LP002990 | Female | No | 0 | Graduate | Yes | 4,583 | 0 | 133 | 360 | 0 | Semiurban | N |