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
|
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