Unnamed: 0
int64
0
10k
RowNumber
int64
1
10k
CustomerId
int64
15.6M
15.8M
CreditScore
int64
350
850
Gender
stringclasses
2 values
Balance
float64
0
251k
NumOfProducts
int64
1
4
HasCrCard
int64
0
1
IsActiveMember
int64
0
1
Age
float64
18
92
Geography
stringclasses
3 values
EstimatedSalary
float64
11.6
200k
Surname
stringlengths
2
23
Exited
int64
0
1
Tenure
int64
0
100
600
601
15,683,503
601
Female
0
3
0
1
43
Texas
110,916.15
Hudson
1
8
601
602
15,645,569
762
Female
123,709.46
2
1
1
26
California
169,654.57
Mai
0
7
602
603
15,782,569
687
Female
0
1
0
1
null
Texas
69,829.4
Stout
0
9
603
604
15,592,387
566
Male
0
1
1
0
30
Texas
54,926.51
Burke
1
5
604
605
15,609,286
702
Male
150,525.8
1
1
1
37
Texas
94,728.49
Chadwick
0
10
605
606
15,814,035
601
Male
0
1
1
1
29
Texas
80,393.27
Lawrence
0
9
606
607
15,661,249
699
Male
0
2
0
1
53
Texas
111,307.98
Bellucci
0
4
607
608
15,629,117
584
Male
0
2
1
0
28
Texas
19,834.32
Harper
0
10
608
609
15,607,170
699
Male
0
2
1
1
35
Texas
78,397.24
Boyle
0
5
609
610
15,586,585
698
Female
111,018.98
1
1
0
51
Alabama
86,410.28
Duncan
0
2
610
611
15,686,611
495
Male
129,755.99
1
0
0
30
Texas
172,749.65
Moss
0
10
611
612
15,603,203
650
Female
0
2
1
0
27
Texas
null
Avdeyeva
0
6
612
613
15,619,857
605
Female
129,555.7
1
1
1
64
Texas
13,601.79
Crawford
0
2
613
614
15,805,062
667
Male
87,202.38
1
1
1
38
California
77,866.91
Lynton
0
1
614
615
15,660,271
688
Male
146,133.39
1
1
1
26
Alabama
175,296.76
Duncan
0
8
615
616
15,745,295
727
Female
0
1
1
0
31
California
121,751.04
Gether
0
0
616
617
15,719,352
754
Male
170,184.99
2
1
0
39
California
89,593.26
Davidson
0
6
617
618
15,766,575
612
Female
140,745.33
1
1
0
62
Alabama
null
null
1
8
618
619
15,594,594
546
Male
139,070.51
1
1
1
42
California
86,945
Loggia
0
7
619
620
15,646,161
673
Female
0
2
1
1
37
California
183,318.79
Steinhoff
0
8
620
621
15,682,585
593
Male
114,193.24
1
1
0
35
Texas
71,154.1
Guerra
0
9
621
622
15,603,134
656
Female
167,878.5
1
0
1
40
California
151,887.16
Pai
0
100
622
623
15,636,444
535
Female
141,616.55
2
1
1
53
Alabama
75,888.65
Craig
0
5
623
624
15,773,456
678
Male
145,747.67
2
0
1
36
Alabama
89,566.74
Lazareva
0
3
624
625
15,745,307
477
Female
129,120.64
1
0
1
48
California
26,475.79
Ch'iu
0
2
625
626
15,604,119
850
Male
110,349.82
1
0
0
35
California
126,355.8
Alderete
0
7
626
627
15,626,900
427
Male
141,325.56
1
1
1
29
Texas
null
Kung
0
1
627
628
15,605,447
752
Male
78,653.84
1
1
0
49
Texas
7,698.6
Palermo
0
2
628
629
15,589,030
649
Male
0
2
1
1
47
Texas
145,593.85
Ts'ai
0
1
629
630
15,692,463
799
Female
142,253.65
1
1
0
28
California
null
Rahman
0
3
630
631
15,712,403
589
Female
0
1
1
0
61
Texas
61,108.56
McMillan
1
1
631
632
15,811,762
583
Female
115,988.86
1
1
0
54
Alabama
57,553.98
Pickering
1
6
632
633
15,718,673
839
Female
75,592.43
1
1
0
33
California
null
Mirams
0
100
633
634
15,724,282
540
Male
164,113.04
2
1
1
44
Alabama
12,120.79
Tsao
0
3
634
635
15,738,181
850
Male
67,996.23
2
0
0
31
Texas
50,129.87
Douglas
1
6
635
636
15,633,648
696
Female
0
2
1
0
51
California
null
null
0
5
636
637
15,603,323
660
Female
0
2
0
0
33
California
117,834.91
Bell
0
1
637
638
15,583,725
682
Male
138,778.15
1
0
1
48
Texas
168,840.23
Mairinger
0
1
638
639
15,588,350
744
Female
147,832.15
1
0
1
43
Texas
24,234.11
McIntyre
0
100
639
640
15,798,398
785
Female
135,438.4
1
0
0
36
Texas
190,627.01
Pagnotto
0
4
640
641
15,784,844
752
Male
116,060.08
1
1
0
48
California
156,618.38
K'ung
1
5
641
642
15,580,684
706
Female
112,564.62
1
1
0
29
Texas
42,334.38
Feng
0
5
642
643
15,809,663
583
Female
125,406.58
1
1
1
27
Texas
110,784.42
Donaldson
0
1
643
644
15,640,078
660
Female
135,134.99
1
1
0
39
Alabama
173,683
Chambers
1
5
644
645
15,698,786
819
Female
133,102.92
1
1
0
39
Texas
27,046.46
Marcelo
1
9
645
646
15,569,807
673
Female
42,157.08
1
1
0
34
Texas
20,598.59
Ejimofor
1
8
646
647
15,730,830
752
Female
0
2
1
1
30
Texas
104,991.28
Dale
0
3
647
648
15,805,112
578
Male
82,259.29
1
1
0
38
Texas
8,996.97
Pokrovsky
0
7
648
649
15,633,064
438
Female
0
2
1
0
36
Texas
64,420.5
Stonebraker
0
4
649
650
15,703,119
652
Male
0
2
1
1
38
Texas
145,700.22
Liang
0
6
650
651
15,730,447
629
Female
0
2
1
1
49
Texas
196,335.48
Anderson
0
4
651
652
15,813,850
720
Male
0
1
1
1
52
Texas
14,781.12
Christian
0
7
652
653
15,711,889
668
Male
150,461.07
1
1
0
42
Texas
108,139.23
Mao
0
3
653
654
15,664,610
459
Male
133,994.52
1
1
1
48
Alabama
19,287.06
Campbell
1
4
654
655
15,751,710
729
Male
164,870.81
2
1
1
31
California
9,567.39
Ginikanwa
0
8
655
656
15,692,926
498
Male
121,702.73
1
1
1
25
Alabama
132,210.49
Toscani
0
8
656
657
15,813,741
549
Male
193,858.2
1
0
1
25
California
21,600.11
Nnachetam
0
6
657
658
15,698,474
601
Female
131,039.97
2
1
1
54
Alabama
199,661.5
Sagese
0
1
658
659
15,568,595
544
Male
113,829.45
1
1
1
64
Texas
124,341.49
Fleming
0
9
659
660
15,603,065
751
Female
0
2
1
0
30
Texas
15,766.1
Grubb
0
6
660
661
15,592,937
632
Female
81,877.38
1
1
1
41
Alabama
33,642.21
Napolitani
0
3
661
662
15,699,637
694
Male
116,326.07
1
1
1
57
California
117,704.65
Anenechi
0
8
662
663
15,667,215
678
Male
0
2
1
1
31
Texas
58,803.28
Chandler
0
2
663
664
15,788,659
695
Male
0
2
1
1
46
Texas
137,537.22
Howells
0
4
664
665
15,763,218
661
Female
0
2
0
1
41
Texas
131,300.68
Akeroyd
0
1
665
666
15,645,772
661
Male
0
2
1
1
33
Texas
84,174.81
Onwumelu
0
9
666
667
15,725,511
559
Female
127,070.73
1
0
1
31
Texas
160,941.78
Wallace
0
3
667
668
15,575,024
503
Male
0
2
1
1
29
Texas
143,954.99
Uwaezuoke
0
3
668
669
15,640,825
695
Male
122,549.64
1
1
1
46
California
56,297.85
Loyau
0
3
669
670
15,662,397
640
Female
176,099.13
1
1
1
42
Texas
8,404.73
Small
0
5
670
671
15,576,368
624
Female
122,388.38
2
0
0
48
Alabama
30,020.09
Bledsoe
0
3
671
672
15,674,991
667
Male
0
2
0
1
42
Texas
58,137.42
Kao
0
9
672
673
15,721,024
642
Male
0
1
0
0
26
Texas
47,472.68
Wickens
0
0
673
674
15,745,621
640
Female
118,879.35
2
1
1
32
California
19,131.71
Wertheim
0
6
674
675
15,642,394
529
Male
0
2
1
1
35
California
187,288.5
He
0
5
675
676
15,754,605
563
Female
0
2
1
1
39
Texas
17,603.81
Jarvis
0
5
676
677
15,607,040
593
Female
88,736.44
2
1
0
38
California
67,020.03
P'an
0
4
677
678
15,715,142
739
Male
102,703.62
1
0
1
45
Alabama
147,802.94
Repina
1
7
678
679
15,810,978
788
Female
0
2
1
1
null
California
41,610.62
Pugliesi
0
1
679
680
15,668,886
684
Female
0
2
1
0
38
California
44,255.65
Blakey
0
3
680
681
15,780,804
482
Male
97,318.25
1
0
1
55
Texas
78,416.14
Nucci
0
5
681
682
15,613,880
591
Male
128,468.69
1
0
1
58
California
137,254.55
Higinbotham
0
5
682
683
15,775,238
651
Female
133,432.59
1
0
1
41
Alabama
151,303.48
Achebe
0
4
683
684
15,786,905
749
Female
141,782.57
2
0
0
40
Alabama
86,333.63
Russo
0
8
684
685
15,747,867
583
Male
135,125.28
1
0
0
24
Texas
89,801.9
Trevisani
0
9
685
686
15,600,337
661
Male
178,820.91
1
0
0
42
California
29,358.57
Dobie
0
2
686
687
15,801,277
715
Female
112,212.14
2
1
1
31
Texas
181,600.72
Maccallum
0
2
687
688
15,579,334
769
Female
126,674.81
1
1
0
45
Alabama
124,118.71
Watkins
1
5
688
689
15,802,741
625
Female
136,294.97
1
1
0
51
Texas
38,867.46
Mitchel
1
7
689
690
15,720,649
641
Female
66,392.64
1
1
0
36
Texas
31,106.67
Ferdinand
0
5
690
691
15,589,493
716
Male
122,552.34
2
1
0
27
Alabama
null
Otitodilinna
0
1
691
692
15,688,251
767
Male
76,408.85
2
1
0
43
Texas
77,837.63
Mamelu
0
1
692
693
15,665,238
745
Male
145,071.24
1
0
0
36
Alabama
6,078.46
Beneventi
0
8
693
694
15,740,900
589
Male
0
2
1
1
34
Texas
177,896.92
Perrodin
0
6
694
695
15,681,068
796
Female
109,730.22
1
1
1
45
Texas
123,882.73
Chinagorom
0
2
695
696
15,748,625
664
Male
0
2
1
1
57
Texas
null
null
0
6
696
697
15,727,299
445
Male
64,119.38
1
1
1
62
California
76,569.64
Edgar
0
1
697
698
15,620,204
543
Female
106,138.33
2
1
1
57
Alabama
120,657.32
Walker
1
1
698
699
15,669,516
746
Male
0
2
1
1
36
California
16,436.56
Steele
0
2
699
700
15,736,534
742
Male
181,656.51
1
1
1
33
Alabama
107,667.91
Elkins
0
0