Age
int64
18
33
Gender
stringclasses
2 values
Marital Status
stringclasses
3 values
Occupation
stringclasses
4 values
Monthly Income
stringclasses
5 values
Educational Qualifications
stringclasses
5 values
Family size
int64
1
6
latitude
float64
12.9
13.1
longitude
float64
77.5
77.8
Pin code
int64
560k
560k
Output
stringclasses
2 values
Feedback
stringclasses
2 values
Unnamed: 12
stringclasses
2 values
20
Female
Single
Student
No Income
Post Graduate
4
12.9766
77.5993
560,001
Yes
Positive
Yes
24
Female
Single
Student
Below Rs.10000
Graduate
3
12.977
77.5773
560,009
Yes
Positive
Yes
22
Male
Single
Student
Below Rs.10000
Post Graduate
3
12.9551
77.6593
560,017
Yes
Negative
Yes
22
Female
Single
Student
No Income
Graduate
6
12.9473
77.5616
560,019
Yes
Positive
Yes
22
Male
Single
Student
Below Rs.10000
Post Graduate
4
12.985
77.5533
560,010
Yes
Positive
Yes
27
Female
Married
Employee
More than 50000
Post Graduate
2
12.9299
77.6848
560,103
Yes
Positive
Yes
22
Male
Single
Student
No Income
Graduate
3
12.977
77.5773
560,009
Yes
Positive
Yes
24
Female
Single
Student
No Income
Post Graduate
3
12.9828
77.6131
560,042
Yes
Positive
Yes
23
Female
Single
Student
No Income
Post Graduate
2
12.9766
77.5993
560,001
Yes
Positive
Yes
23
Female
Single
Student
No Income
Post Graduate
4
12.9854
77.7081
560,048
Yes
Positive
Yes
22
Female
Single
Student
No Income
Post Graduate
5
12.985
77.5533
560,010
Yes
Positive
Yes
23
Male
Single
Student
Below Rs.10000
Post Graduate
2
12.977
77.5773
560,009
Yes
Negative
Yes
23
Male
Single
Student
No Income
Post Graduate
5
12.8988
77.5764
560,078
Yes
Positive
Yes
21
Male
Single
Student
No Income
Graduate
4
12.977
77.5773
560,009
Yes
Positive
Yes
23
Female
Single
Self Employeed
10001 to 25000
Post Graduate
5
12.9438
77.5738
560,004
Yes
Positive
Yes
24
Female
Single
Student
No Income
Post Graduate
6
12.8893
77.6399
560,068
Yes
Positive
Yes
28
Female
Single
Employee
25001 to 50000
Post Graduate
2
12.9783
77.6408
560,038
Yes
Positive
Yes
23
Female
Single
Student
No Income
Graduate
3
12.982
77.6256
560,008
Yes
Negative
Yes
25
Male
Single
Student
No Income
Graduate
4
12.8988
77.5764
560,078
Yes
Negative
Yes
21
Female
Single
Student
Below Rs.10000
Post Graduate
1
12.9783
77.6408
560,038
Yes
Positive
Yes
24
Male
Single
Student
No Income
Post Graduate
3
12.977
77.5773
560,009
Yes
Positive
Yes
22
Male
Single
Student
No Income
Post Graduate
4
13.0298
77.6047
560,032
Yes
Positive
Yes
22
Female
Single
Student
No Income
Graduate
4
12.9983
77.6409
560,033
Yes
Positive
Yes
23
Male
Single
Student
No Income
Graduate
4
12.9925
77.5633
560,021
Yes
Positive
Yes
21
Male
Single
Student
Below Rs.10000
Post Graduate
3
12.9306
77.5434
560,085
Yes
Positive
Yes
25
Male
Single
Student
No Income
Post Graduate
3
12.982
77.6256
560,008
Yes
Positive
Yes
22
Female
Single
Student
No Income
Post Graduate
5
12.9353
77.5585
560,050
Yes
Positive
Yes
22
Male
Single
Student
No Income
Post Graduate
3
12.9155
77.5135
560,098
Yes
Positive
Yes
23
Female
Single
Employee
10001 to 25000
Graduate
3
12.9854
77.7081
560,048
Yes
Positive
Yes
22
Male
Single
Student
Below Rs.10000
Post Graduate
4
13.0019
77.5713
560,003
Yes
Positive
Yes
22
Female
Single
Employee
10001 to 25000
Graduate
5
12.9698
77.75
560,066
Yes
Positive
Yes
22
Male
Single
Student
No Income
Post Graduate
4
12.9783
77.6408
560,038
Yes
Positive
Yes
25
Male
Married
Employee
More than 50000
Ph.D
4
12.9261
77.6221
560,034
Yes
Positive
Yes
22
Female
Single
Student
10001 to 25000
Post Graduate
5
12.985
77.5533
560,010
Yes
Positive
Yes
22
Female
Single
Student
No Income
Post Graduate
2
12.9119
77.6446
560,102
Yes
Positive
Yes
25
Male
Single
Student
10001 to 25000
Post Graduate
3
12.9306
77.5434
560,085
Yes
Positive
Yes
25
Male
Single
Student
No Income
Post Graduate
5
12.977
77.5773
560,009
No
Positive
No
32
Female
Prefer not to say
House wife
No Income
Graduate
5
12.982
77.6256
560,008
Yes
Negative
Yes
23
Female
Single
Student
No Income
Post Graduate
3
12.9438
77.5738
560,004
Yes
Positive
Yes
23
Female
Single
Student
No Income
Post Graduate
4
12.8988
77.5764
560,078
Yes
Positive
Yes
30
Male
Married
Self Employeed
More than 50000
Uneducated
4
12.9662
77.6068
560,025
Yes
Negative
Yes
23
Male
Single
Student
No Income
Graduate
3
12.9565
77.5484
560,026
Yes
Positive
Yes
23
Male
Single
Student
No Income
Post Graduate
4
12.9925
77.5633
560,021
Yes
Positive
Yes
22
Female
Single
Student
No Income
Post Graduate
5
12.985
77.5533
560,010
Yes
Positive
Yes
22
Male
Single
Student
No Income
Graduate
5
12.985
77.5533
560,010
Yes
Positive
Yes
27
Female
Married
Self Employeed
10001 to 25000
Post Graduate
2
12.9261
77.6221
560,034
Yes
Positive
Yes
24
Female
Single
Student
No Income
Post Graduate
3
12.977
77.5773
560,009
Yes
Positive
Yes
23
Male
Single
Student
No Income
Post Graduate
2
12.977
77.5773
560,009
Yes
Positive
Yes
23
Female
Single
Student
No Income
Graduate
3
12.982
77.6256
560,008
Yes
Negative
Yes
22
Female
Single
Student
10001 to 25000
Post Graduate
5
12.985
77.5533
560,010
Yes
Positive
Yes
23
Female
Single
Student
No Income
Graduate
5
13.0206
77.6479
560,043
Yes
Positive
Yes
23
Female
Single
Student
No Income
Post Graduate
2
12.977
77.5773
560,009
Yes
Positive
Yes
24
Male
Single
Student
No Income
Post Graduate
3
12.977
77.5773
560,009
Yes
Positive
Yes
25
Male
Single
Student
No Income
Post Graduate
2
12.9635
77.5821
560,002
Yes
Positive
Yes
22
Male
Single
Student
No Income
Post Graduate
3
12.9306
77.5434
560,085
Yes
Positive
Yes
28
Female
Married
Student
No Income
Graduate
2
13.0067
77.545
560,086
Yes
Positive
Yes
22
Female
Single
Student
No Income
Post Graduate
1
12.8845
77.6036
560,076
Yes
Positive
Yes
24
Female
Single
Student
No Income
Graduate
3
12.977
77.5773
560,009
Yes
Positive
Yes
31
Male
Married
Employee
More than 50000
Ph.D
5
12.9119
77.6446
560,102
Yes
Positive
Yes
25
Male
Single
Student
No Income
Post Graduate
4
13.0067
77.545
560,086
Yes
Positive
Yes
23
Male
Single
Student
No Income
Post Graduate
5
12.8988
77.5764
560,078
Yes
Positive
Yes
22
Male
Single
Student
No Income
Post Graduate
3
12.8845
77.6036
560,076
Yes
Positive
Yes
23
Male
Single
Student
25001 to 50000
Post Graduate
1
13.0158
77.539
560,096
Yes
Positive
Yes
23
Male
Single
Student
No Income
Graduate
4
12.9343
77.6044
560,029
Yes
Positive
Yes
23
Female
Single
Student
No Income
Post Graduate
2
13.0019
77.5713
560,003
Yes
Positive
Yes
25
Male
Single
Student
No Income
Post Graduate
6
13.0012
77.5995
560,046
Yes
Positive
Yes
24
Male
Single
Employee
10001 to 25000
Graduate
4
12.9442
77.6076
560,030
Yes
Positive
Yes
23
Female
Single
Student
No Income
Post Graduate
4
13.0487
77.5923
560,024
Yes
Positive
Yes
23
Female
Single
Student
No Income
Post Graduate
4
13.0487
77.5923
560,024
Yes
Positive
Yes
24
Female
Married
Employee
More than 50000
Ph.D
4
12.9438
77.5738
560,004
Yes
Positive
Yes
22
Male
Single
Student
No Income
Graduate
4
12.9889
77.5741
560,020
Yes
Positive
Yes
24
Female
Single
Student
10001 to 25000
Post Graduate
3
12.9335
77.5691
560,028
No
Positive
No
25
Female
Single
Student
No Income
Post Graduate
3
12.9766
77.5993
560,001
Yes
Positive
Yes
23
Male
Single
Student
No Income
Post Graduate
2
12.8845
77.6036
560,076
Yes
Positive
Yes
26
Male
Single
Student
No Income
Post Graduate
4
13.0019
77.5713
560,003
Yes
Positive
Yes
24
Female
Single
Student
25001 to 50000
Post Graduate
3
13.102
77.5864
560,064
Yes
Positive
Yes
26
Male
Single
Student
No Income
Post Graduate
4
12.9048
77.6821
560,036
Yes
Positive
Yes
21
Male
Single
Student
No Income
Graduate
4
12.977
77.5773
560,009
Yes
Positive
Yes
22
Female
Single
Student
No Income
Post Graduate
3
12.977
77.5773
560,009
Yes
Positive
Yes
24
Male
Single
Student
No Income
Post Graduate
5
12.9337
77.59
560,011
Yes
Positive
Yes
24
Male
Single
Student
10001 to 25000
Post Graduate
4
12.9037
77.5376
560,061
Yes
Positive
Yes
23
Female
Single
Student
No Income
Post Graduate
3
12.977
77.5773
560,009
Yes
Positive
Yes
23
Male
Single
Student
No Income
Post Graduate
3
12.9343
77.6044
560,029
Yes
Positive
Yes
22
Male
Single
Student
No Income
Post Graduate
3
12.9438
77.5738
560,004
Yes
Positive
Yes
23
Male
Single
Student
No Income
Post Graduate
3
12.977
77.5773
560,009
Yes
Positive
Yes
24
Female
Single
Student
No Income
Post Graduate
4
12.9783
77.6408
560,038
Yes
Positive
Yes
24
Male
Single
Student
No Income
Post Graduate
5
12.9337
77.59
560,011
Yes
Positive
Yes
25
Male
Single
Student
No Income
Graduate
1
12.977
77.5773
560,009
Yes
Positive
Yes
25
Male
Single
Student
No Income
Post Graduate
5
12.977
77.5773
560,009
No
Positive
No
28
Male
Married
Self Employeed
10001 to 25000
Graduate
2
13.0289
77.54
560,022
No
Negative
No
27
Female
Prefer not to say
Employee
25001 to 50000
Post Graduate
5
13.0289
77.54
560,022
No
Positive
No
26
Male
Single
Self Employeed
10001 to 25000
Ph.D
1
12.9698
77.75
560,066
No
Positive
No
22
Male
Single
Student
No Income
Post Graduate
2
12.977
77.5773
560,009
Yes
Positive
Yes
24
Female
Single
Student
No Income
Post Graduate
3
12.977
77.5773
560,009
Yes
Positive
Yes
23
Male
Single
Student
No Income
Post Graduate
1
12.9561
77.5921
560,027
Yes
Positive
Yes
25
Male
Single
Student
No Income
Graduate
1
12.977
77.5773
560,009
Yes
Positive
Yes
23
Female
Single
Student
No Income
Graduate
5
13.0206
77.6479
560,043
Yes
Positive
Yes
23
Female
Single
Student
No Income
Graduate
5
13.0206
77.6479
560,043
Yes
Positive
Yes
26
Male
Married
Employee
25001 to 50000
Graduate
5
12.9579
77.6309
560,007
No
Positive
No
32
Female
Married
House wife
No Income
Uneducated
3
13.014
77.5658
560,012
No
Positive
No