Age
float64
CityTier
int64
Occupation
string
Gender
string
NumberOfPersonVisiting
int64
PreferredPropertyStar
float64
MaritalStatus
string
NumberOfTrips
float64
Passport
int64
OwnCar
int64
NumberOfChildrenVisiting
float64
Designation
string
MonthlyIncome
float64
ProdTaken
int64
55
1
Small Business
Female
4
5
Unmarried
8
1
0
1
Manager
23,118
0
39
1
Salaried
Male
3
3
Unmarried
7
1
0
2
Executive
22,622
0
42
2
Small Business
Male
3
5
Divorced
1
0
0
2
Manager
21,272
0
37
1
Salaried
Female
3
5
Divorced
2
1
1
1
Executive
98,678
0
23
1
Salaried
Male
3
3
Divorced
8
0
1
1
Manager
23,453
0
33
1
Salaried
Male
4
3
Divorced
3
0
1
1
Manager
23,987
0
38
1
Small Business
Male
2
3
Married
4
1
0
1
Manager
20,811
0
60
1
Salaried
Female
4
3
Single
5
1
0
3
AVP
32,404
0
53
3
Small Business
Female
2
4
Married
3
0
1
0
Senior Manager
22,525
0
37
1
Salaried
Male
4
3
Married
8
0
1
1
Manager
24,025
0
60
3
Small Business
Female
3
5
Married
5
0
1
0
Senior Manager
25,266
0
43
1
Small Business
Male
3
3
Unmarried
6
0
1
2
Manager
22,950
0
35
1
Small Business
Male
2
4
Married
1
0
1
1
Executive
17,426
0
43
1
Salaried
Female
4
3
Married
4
1
1
1
Manager
23,909
0
52
1
Small Business
Female
2
3
Divorced
3
1
0
0
AVP
28,247
0
59
1
Salaried
Male
3
3
Married
2
1
0
1
Executive
21,058
1
36
1
Small Business
Male
3
3
Divorced
7
0
1
0
Manager
20,237
0
29
1
Small Business
Male
3
3
Single
3
0
0
1
Executive
20,822
0
37
1
Small Business
Male
3
4
Married
4
1
0
2
Manager
27,525
0
38
1
Salaried
Male
2
3
Divorced
1
0
0
1
Manager
21,553
0
31
3
Salaried
Female
2
3
Single
2
0
1
1
Executive
16,359
1
46
3
Small Business
Male
4
5
Married
6
1
1
1
Senior Manager
29,439
0
41
3
Small Business
Male
3
4
Unmarried
3
0
0
1
Executive
23,339
1
35
1
Salaried
Male
3
4
Single
2
1
1
1
Executive
20,363
1
29
3
Salaried
Male
3
3
Single
2
0
1
0
Executive
17,642
0
51
3
Small Business
Male
3
3
Single
1
1
0
2
Manager
20,441
0
39
1
Small Business
Male
2
3
Married
1
0
1
0
Senior Manager
24,613
0
37
3
Small Business
Male
3
3
Married
5
0
1
2
Manager
21,334
0
33
3
Salaried
Male
2
3
Single
2
0
1
1
AVP
32,444
0
51
3
Small Business
Female
4
3
Unmarried
6
0
1
3
Senior Manager
27,886
0
42
1
Salaried
Male
3
4
Unmarried
5
0
1
1
Manager
25,548
0
33
3
Large Business
Female
4
4
Divorced
3
1
1
1
Manager
23,906
0
30
1
Salaried
Female
4
4
Married
2
0
1
1
Executive
21,969
0
41
3
Small Business
Male
3
3
Divorced
4
1
1
1
Manager
26,135
0
38
1
Large Business
Male
3
3
Unmarried
2
0
1
1
Executive
22,178
0
28
3
Salaried
Male
3
3
Unmarried
5
0
1
2
Manager
23,749
0
27
1
Small Business
Male
4
3
Married
3
0
0
3
Executive
20,983
0
27
1
Salaried
Female
2
4
Single
2
1
0
1
Executive
17,478
0
24
1
Small Business
Male
3
5
Married
4
0
0
2
Executive
21,497
0
34
1
Salaried
Female
3
3
Single
2
0
1
2
Executive
17,553
0
37
3
Small Business
Male
3
5
Married
2
0
0
1
Senior Manager
25,772
1
34
1
Small Business
Male
3
5
Single
1
0
0
0
Manager
20,343
0
30
3
Small Business
Female
2
5
Unmarried
6
0
0
1
Manager
21,696
1
27
1
Large Business
Male
2
4
Married
1
1
0
0
Executive
18,058
0
36
1
Salaried
Male
3
4
Married
4
0
1
1
Senior Manager
28,952
0
40
1
Large Business
Male
3
3
Married
2
0
1
1
Manager
18,319
0
38
1
Large Business
Female
3
3
Unmarried
6
0
1
2
Senior Manager
26,169
0
33
3
Small Business
Male
3
4
Single
2
1
1
1
Manager
28,585
1
30
1
Salaried
Male
2
3
Unmarried
2
0
1
1
Executive
22,661
0
52
1
Salaried
Male
3
3
Married
3
0
1
2
AVP
32,099
0
33
3
Salaried
Male
3
4
Unmarried
8
0
0
2
Manager
25,413
1
20
1
Small Business
Female
4
4
Single
3
1
0
3
Executive
20,537
1
38
1
Salaried
Male
2
3
Unmarried
1
0
0
0
Senior Manager
24,526
0
31
1
Salaried
Male
2
3
Married
4
1
0
0
Executive
17,356
0
52
1
Salaried
Male
3
3
Divorced
2
1
1
2
Executive
21,139
1
39
1
Large Business
Female
3
3
Unmarried
5
1
1
1
Manager
22,995
0
40
3
Salaried
Female
3
3
Married
6
0
1
2
Manager
24,580
0
26
1
Small Business
Male
4
3
Divorced
5
0
1
3
Executive
22,347
0
47
3
Salaried
Male
2
3
Married
1
0
1
1
AVP
27,936
1
28
3
Small Business
Male
3
4
Married
2
0
0
2
Executive
16,052
0
19
1
Small Business
Male
4
3
Single
3
0
0
1
Executive
20,582
1
52
3
Small Business
Male
2
5
Married
2
0
1
0
AVP
31,856
0
20
3
Large Business
Female
4
5
Single
2
0
1
2
Executive
21,003
1
43
3
Small Business
Male
3
4
Divorced
2
0
0
2
Manager
25,503
0
30
1
Salaried
Female
4
3
Married
3
0
1
3
Executive
22,438
0
51
3
Salaried
Male
4
3
Married
2
0
1
2
Manager
25,406
1
41
1
Salaried
Male
4
3
Married
2
0
0
2
Manager
23,554
0
33
3
Small Business
Female
3
3
Unmarried
3
0
1
2
Senior Manager
27,676
0
22
3
Small Business
Male
3
3
Unmarried
3
0
0
1
Executive
21,288
0
40
1
Salaried
Female
2
3
Married
4
1
0
1
Executive
17,213
0
53
3
Small Business
Female
2
5
Unmarried
1
0
1
1
Manager
23,381
0
29
1
Small Business
Male
3
5
Single
2
0
0
1
Executive
21,239
1
44
1
Small Business
Male
4
3
Married
5
1
1
3
Manager
24,357
0
23
1
Small Business
Male
4
3
Divorced
2
0
1
1
Executive
21,451
0
43
1
Small Business
Male
3
3
Unmarried
6
0
1
1
Manager
22,950
0
33
3
Salaried
Male
2
3
Single
2
0
1
0
AVP
32,444
0
37
3
Small Business
Female
3
3
Unmarried
6
0
1
2
Manager
25,331
0
37
1
Salaried
Female
2
3
Married
2
1
0
1
Senior Manager
28,744
0
40
3
Small Business
Female
3
3
Married
6
1
1
2
Manager
23,916
1
36
1
Salaried
Female
3
3
Single
5
0
1
2
Executive
21,184
0
50
1
Small Business
Female
4
5
Married
6
1
1
2
Executive
21,265
0
21
3
Large Business
Female
3
4
Single
2
1
1
2
Executive
17,174
1
28
3
Small Business
Female
4
4
Single
4
1
1
2
VP
21,195
1
52
1
Salaried
Male
3
4
Divorced
7
0
1
2
Senior Manager
31,168
0
40
1
Small Business
Male
3
3
Unmarried
2
1
1
2
Executive
24,094
1
29
1
Small Business
Female
2
3
Married
2
0
0
1
Executive
18,131
0
35
1
Small Business
Male
3
5
Divorced
3
1
1
1
Senior Manager
24,884
0
38
3
Small Business
Male
4
3
Married
6
0
1
1
Manager
25,180
0
51
1
Small Business
Female
1
5
Unmarried
4
0
1
0
Senior Manager
22,484
0
22
3
Small Business
Male
3
3
Unmarried
3
0
1
1
Executive
21,288
0
36
2
Salaried
Male
2
4
Married
5
0
1
1
Executive
17,143
0
31
1
Small Business
Male
3
5
Married
2
1
1
1
Manager
21,833
0
28
3
Small Business
Male
3
3
Unmarried
3
0
0
2
Manager
22,783
0
50
1
Large Business
Female
3
3
Single
2
1
0
1
AVP
32,642
0
28
1
Salaried
Male
3
3
Married
3
0
1
2
Executive
21,217
0
40
1
Salaried
Female
3
5
Married
3
1
0
0
Manager
21,516
0
29
1
Salaried
Male
2
3
Single
2
0
0
0
Executive
17,340
0
40
1
Small Business
Male
4
3
Single
2
0
1
1
Senior Manager
32,142
0
29
1
Small Business
Male
3
3
Single
2
1
0
1
Executive
20,832
0
31
1
Small Business
Male
4
4
Married
2
1
1
3
Executive
22,257
0