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