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