Gender
stringclasses
2 values
Ever_Married
stringclasses
2 values
Age
int64
18
89
Graduated
stringclasses
2 values
Profession
stringclasses
9 values
Work_Experience
float64
0
14
Spending_Score
stringclasses
3 values
Family_Size
float64
1
9
Var_1
stringclasses
7 values
__FeatEng_target__
stringclasses
4 values
__index_level_0__
int64
1
8.06k
Male
No
61
Yes
Lawyer
1
Low
1
Cat_6
C
7,545
Male
No
18
No
Healthcare
5
Low
4
Cat_2
D
7,548
Female
Yes
48
Yes
Doctor
1
Average
6
Cat_4
B
7,549
Male
No
30
No
Doctor
1
Low
1
Cat_3
C
7,550
Female
Yes
25
No
Engineer
6
Average
8
Cat_4
D
7,551
Male
No
39
Yes
Healthcare
3
Low
2
Cat_6
D
7,552
Male
No
22
No
Healthcare
0
Low
5
Cat_7
D
7,553
Male
Yes
26
No
Executive
5
High
4
Cat_6
D
7,554
Female
No
18
No
Healthcare
1
Low
3
Cat_6
D
7,555
Male
No
39
Yes
Entertainment
3
Low
2
Cat_1
A
7,556
Male
Yes
36
Yes
Entertainment
2
Average
2
Cat_3
A
7,558
Male
No
58
No
Healthcare
4
Low
2
Cat_6
D
7,559
Male
No
26
No
Healthcare
0
Low
4
Cat_4
D
7,560
Female
Yes
43
No
Engineer
9
Average
4
Cat_4
A
7,561
Female
Yes
42
Yes
Artist
1
Average
2
Cat_6
C
7,564
Female
Yes
49
Yes
Artist
7
Average
4
Cat_6
B
7,566
Female
Yes
37
Yes
Marketing
9
Low
1
Cat_6
A
7,567
Female
No
23
No
Marketing
3
Low
3
Cat_6
C
7,568
Female
No
27
Yes
Engineer
4
Low
2
Cat_6
D
7,570
Male
Yes
57
Yes
Artist
1
Average
2
Cat_6
C
7,571
Male
Yes
55
Yes
Artist
0
Average
3
Cat_6
C
7,572
Female
Yes
52
Yes
Artist
0
Average
2
Cat_6
C
7,574
Male
No
39
Yes
Artist
9
Low
1
Cat_6
A
7,575
Female
No
31
Yes
Healthcare
9
Low
7
Cat_5
D
7,576
Female
No
23
No
Healthcare
9
Low
4
Cat_4
D
7,578
Male
Yes
29
Yes
Doctor
1
Low
3
Cat_6
D
7,581
Male
No
32
Yes
Healthcare
4
Low
null
Cat_2
D
7,583
Male
Yes
59
Yes
Healthcare
0
Low
3
Cat_4
D
7,585
Male
null
47
Yes
Marketing
null
High
2
Cat_3
D
7,586
Female
No
47
Yes
Artist
0
Low
1
Cat_6
B
7,587
Male
Yes
35
No
Entertainment
9
Low
3
Cat_1
A
7,588
Male
Yes
32
Yes
Healthcare
5
Low
2
Cat_6
D
7,589
Male
Yes
59
Yes
Artist
1
Average
2
Cat_4
B
7,590
Female
null
38
Yes
Executive
0
High
1
Cat_3
D
7,591
Female
No
40
Yes
Entertainment
5
Low
1
Cat_3
A
7,592
Female
Yes
73
Yes
Doctor
0
Low
1
Cat_4
B
7,594
Male
Yes
47
Yes
Artist
4
Low
1
Cat_3
A
7,595
Female
No
31
Yes
Healthcare
1
Low
7
Cat_6
A
7,597
Male
Yes
29
Yes
Artist
9
Average
2
Cat_6
B
7,599
Female
No
53
Yes
Artist
1
Low
1
Cat_6
B
7,601
Male
No
42
Yes
Doctor
8
Low
1
Cat_2
B
7,603
Female
Yes
39
Yes
Healthcare
8
Average
2
Cat_6
D
7,604
Female
No
41
Yes
Marketing
1
Low
2
Cat_6
A
7,605
Female
No
55
No
Entertainment
3
Low
1
Cat_6
A
7,608
Female
No
53
No
Lawyer
1
Low
1
Cat_6
D
7,609
Male
Yes
87
Yes
Lawyer
0
Low
1
Cat_6
D
7,610
Male
No
29
No
Engineer
0
Low
5
Cat_3
A
7,611
Male
Yes
61
Yes
Entertainment
9
Average
2
Cat_6
C
7,612
Female
No
32
No
Healthcare
12
Low
3
Cat_6
A
7,615
Female
No
43
No
Artist
null
Low
1
Cat_6
B
7,616
Male
No
27
Yes
Healthcare
1
Low
5
Cat_6
D
7,617
Male
No
32
Yes
Engineer
0
Low
3
Cat_4
B
7,618
Male
No
30
No
Healthcare
8
Low
3
Cat_6
A
7,620
Female
No
28
No
Homemaker
10
Low
1
Cat_6
D
7,621
Female
Yes
63
Yes
Artist
0
Average
2
Cat_6
C
7,623
Female
Yes
85
Yes
Lawyer
0
Low
1
Cat_3
D
7,624
Male
Yes
39
No
Entertainment
1
Average
4
Cat_4
A
7,625
Female
Yes
41
Yes
Artist
9
Low
1
Cat_6
C
7,627
Female
Yes
33
Yes
Artist
1
Average
2
Cat_6
C
7,628
Female
Yes
23
No
Healthcare
7
High
2
Cat_6
B
7,629
Male
Yes
52
Yes
Entertainment
0
Low
4
Cat_4
B
7,630
Male
Yes
50
Yes
Executive
9
High
3
Cat_2
C
7,631
Male
Yes
40
Yes
Entertainment
1
Average
2
Cat_3
C
7,632
Male
No
25
Yes
Artist
null
Low
1
Cat_6
D
7,633
Male
No
25
Yes
Healthcare
0
Low
1
Cat_6
D
7,634
Male
Yes
57
Yes
Entertainment
null
Low
null
Cat_3
C
7,635
Male
Yes
36
No
Entertainment
9
Average
2
Cat_6
B
7,636
Female
Yes
39
Yes
Healthcare
4
Low
2
Cat_6
A
7,637
Male
Yes
41
Yes
Artist
0
High
3
Cat_6
C
7,638
Male
Yes
56
Yes
Lawyer
null
Low
3
Cat_1
D
7,639
Male
Yes
50
Yes
Entertainment
0
Average
2
Cat_3
C
7,640
Male
Yes
43
Yes
Executive
null
High
4
Cat_6
B
7,642
Female
No
35
Yes
Engineer
4
Low
1
Cat_6
A
7,645
Female
Yes
47
Yes
Artist
1
Average
2
Cat_7
C
7,646
Male
Yes
49
Yes
Artist
1
Average
3
Cat_6
B
7,648
Male
Yes
27
Yes
Doctor
9
Average
2
Cat_6
A
7,649
Male
Yes
69
Yes
Entertainment
1
High
3
Cat_6
B
7,650
Female
Yes
31
No
Marketing
0
Low
2
Cat_2
D
7,651
Female
null
27
Yes
Healthcare
1
Low
6
Cat_6
C
7,652
Female
Yes
60
Yes
Engineer
4
Average
4
Cat_2
B
7,653
Male
No
35
Yes
Entertainment
13
Low
2
Cat_4
C
7,654
Female
No
30
No
Engineer
0
Low
3
Cat_6
B
7,655
Female
Yes
77
Yes
Lawyer
0
High
2
Cat_6
C
7,656
Female
No
41
Yes
Artist
9
Low
1
Cat_6
B
7,657
Male
Yes
41
Yes
Executive
null
High
4
Cat_4
B
7,658
Male
Yes
80
No
Lawyer
null
High
2
Cat_6
C
7,661
Female
Yes
40
Yes
Doctor
0
Low
1
Cat_2
A
7,663
Female
Yes
66
No
Lawyer
null
High
2
Cat_6
A
7,670
Male
Yes
84
Yes
Lawyer
null
High
3
Cat_6
B
7,671
Male
Yes
57
Yes
Executive
7
High
2
Cat_6
C
7,672
Male
Yes
60
No
Entertainment
null
Low
2
Cat_3
A
7,673
Female
Yes
55
Yes
Artist
6
Low
null
Cat_6
C
7,675
Female
No
31
No
Doctor
0
Low
4
Cat_3
D
7,676
Male
No
48
Yes
Entertainment
0
Low
3
Cat_6
A
7,677
Female
Yes
20
Yes
Lawyer
1
Average
3
Cat_3
A
7,678
Male
No
26
Yes
Healthcare
0
Low
3
Cat_6
B
7,679
Male
Yes
53
Yes
Artist
0
High
3
Cat_6
C
7,680
Male
Yes
39
Yes
Executive
1
High
3
Cat_3
B
7,681
Female
No
40
Yes
Entertainment
0
Low
1
Cat_3
A
7,682
Female
Yes
45
Yes
Artist
null
Average
2
Cat_6
A
7,683