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1
10k
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15.6M
15.8M
Surname
stringlengths
2
23
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350
850
Geography
stringclasses
3 values
Gender
stringclasses
2 values
Age
int64
18
92
Tenure
int64
0
10
Balance
float64
0
251k
NumOfProducts
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1
4
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0
1
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int64
0
1
EstimatedSalary
float64
11.6
200k
Exited
int64
0
1
5,001
15,598,695
Fields
834
Germany
Female
68
9
130,169.27
2
0
1
93,112.2
0
5,002
15,649,354
Johnston
754
Spain
Male
35
4
0
2
1
1
9,658.41
0
5,003
15,737,556
Vasilyev
590
France
Male
43
7
81,076.8
2
1
1
182,627.25
1
5,004
15,671,610
Hooper
740
France
Male
36
7
0
1
1
1
13,177.4
0
5,005
15,625,092
Colombo
502
Germany
Female
57
3
101,465.31
1
1
0
43,568.31
1
5,006
15,741,032
Tsao
733
France
Male
48
5
0
1
0
1
117,830.57
0
5,007
15,750,014
Chikere
755
Germany
Female
37
0
113,865.23
2
1
1
117,396.25
0
5,008
15,784,761
Ballard
554
Spain
Female
46
7
87,603.35
3
0
1
96,929.24
1
5,009
15,768,359
Akhtar
534
France
Male
36
4
120,037.96
1
1
0
36,275.94
0
5,010
15,805,769
O'Loughlin
656
Spain
Male
33
4
0
2
1
0
116,706
0
5,011
15,719,508
Davis
575
Germany
Male
49
7
121,205.15
4
1
1
168,080.53
1
5,012
15,609,011
Barry
480
Spain
Male
47
8
75,408.33
1
1
0
25,887.89
1
5,013
15,703,106
K'ung
575
France
Male
40
5
0
2
1
1
122,488.59
0
5,014
15,626,795
Gorman
672
France
Female
40
3
0
1
1
0
113,171.61
1
5,015
15,773,731
John
758
Spain
Female
35
5
0
2
0
0
100,365.51
0
5,016
15,756,196
Tsou
682
France
Male
50
6
121,818.84
2
0
1
124,151.37
0
5,017
15,687,903
Okonkwo
501
France
Female
29
8
0
2
1
0
112,664.24
0
5,018
15,777,599
Esposito
746
Germany
Male
34
6
141,806
2
1
1
183,494.87
0
5,019
15,754,577
Boni
556
France
Female
51
8
61,354.14
1
1
0
198,810.65
1
5,020
15,584,113
Pratt
823
Germany
Female
53
4
124,954.94
1
0
1
131,259.6
1
5,021
15,669,589
Page
491
Germany
Female
68
1
95,039.12
1
0
1
116,471.14
1
5,022
15,632,793
Wilkinson
638
France
Female
29
9
103,417.74
1
1
1
15,336.4
0
5,023
15,711,130
Tseng
734
France
Male
45
2
0
2
1
0
99,593.28
0
5,024
15,615,254
Clark
555
France
Male
40
10
43,028.77
1
1
0
170,514.21
0
5,025
15,720,583
Finch
745
Germany
Female
44
0
119,638.21
1
1
1
34,265.08
1
5,026
15,780,432
Shen
728
France
Male
37
3
122,689.51
2
0
0
106,977.53
1
5,027
15,673,223
Hou
626
France
Male
44
10
0
2
0
0
164,287.86
0
5,028
15,807,989
Wall
681
Germany
Male
37
8
73,179.34
2
1
1
25,292.53
0
5,029
15,761,168
Manna
478
France
Female
38
4
171,913.87
1
1
0
51,820.87
1
5,030
15,651,272
Reyes
709
France
Male
38
5
0
2
1
1
81,452.29
0
5,031
15,812,832
Jideofor
562
Germany
Male
33
8
92,659.2
2
1
0
1,354.25
0
5,032
15,680,517
Sal
769
Germany
Female
34
7
137,239.17
1
1
1
71,379.92
1
5,033
15,750,569
Iweobiegbunam
684
Germany
Female
46
3
102,955.14
2
1
0
154,137.33
0
5,034
15,690,743
Shao
536
France
Female
61
8
65,190.29
1
1
1
64,308.49
1
5,035
15,627,741
Heath
631
Germany
Female
29
2
96,863.52
2
1
1
31,613.35
0
5,036
15,712,121
Chidimma
657
Spain
Male
34
5
154,983.98
1
1
0
27,738.01
0
5,037
15,805,429
Murray
699
Germany
Male
59
3
106,819.65
1
0
1
163,570.25
0
5,038
15,814,923
Sullivan
606
Spain
Male
38
7
128,578.52
1
1
1
193,878.51
0
5,039
15,589,230
Wu
612
France
Female
63
2
126,473.33
1
0
1
147,545.65
0
5,040
15,775,490
Downie
660
France
Female
38
5
110,570.78
2
1
0
195,906.59
0
5,041
15,749,727
Chukwufumnanya
829
Spain
Male
50
7
0
2
0
1
178,458.86
0
5,042
15,619,238
Allan
567
Spain
Male
29
8
0
2
1
0
156,125.72
0
5,043
15,593,468
Findlay
850
France
Female
33
3
0
2
1
1
11,159.19
0
5,044
15,718,454
Ch'eng
712
Spain
Female
44
2
0
2
0
0
45,738.94
0
5,045
15,789,498
Miller
562
France
Male
30
3
111,099.79
2
0
0
140,650.19
0
5,046
15,744,691
Tsai
755
France
Female
29
3
0
3
1
0
4,733.94
0
5,047
15,708,289
Graham
793
Spain
Male
25
3
100,913.57
1
0
0
10,579.72
0
5,048
15,790,412
Norton
471
Spain
Male
26
8
0
2
1
1
179,655.87
0
5,049
15,741,416
Yegorov
707
France
Male
42
2
16,893.59
1
1
1
77,502.56
0
5,050
15,598,894
Holt
784
Spain
Male
38
10
122,267.85
1
0
0
145,759.93
0
5,051
15,663,294
Kao
703
France
Male
32
1
125,685.79
1
1
1
56,246.72
0
5,052
15,572,728
Ross
704
Spain
Male
36
8
127,397.34
1
1
0
151,335.24
0
5,053
15,706,729
Hsiao
662
France
Male
38
0
105,271.56
1
0
1
179,833.45
0
5,054
15,674,433
Allan
636
Germany
Female
28
2
115,265.14
1
0
0
191,627.85
0
5,055
15,641,170
Liang
640
Spain
Male
36
4
0
1
0
0
173,016.46
0
5,056
15,806,284
Briggs
739
Spain
Male
31
1
0
2
1
1
58,469.75
0
5,057
15,690,958
Cantrell
767
Germany
Male
23
2
139,542.82
1
0
1
28,038.28
0
5,058
15,606,386
Wang
753
Germany
Female
46
3
111,512.75
3
1
0
159,576.75
1
5,059
15,682,322
Aksenov
714
France
Male
37
9
148,466.93
2
0
1
151,280.96
0
5,060
15,579,915
Glennon
707
France
Male
29
4
0
2
1
0
139,953.94
0
5,061
15,681,928
Yancy
577
France
Female
35
4
108,155.49
1
1
0
105,407.79
0
5,062
15,734,005
Mazzi
633
France
Female
42
1
0
2
1
0
56,865.62
0
5,063
15,650,432
Liu
849
Germany
Male
41
10
84,622.13
1
1
1
198,072.16
0
5,064
15,592,578
Nucci
614
Spain
Female
41
7
146,997.64
2
0
0
137,791.18
0
5,065
15,671,243
Y?
558
France
Female
47
9
0
2
1
0
103,787.28
0
5,066
15,775,709
Nucci
832
France
Female
27
10
98,590.25
1
1
0
30,912.89
0
5,067
15,702,631
Tang
567
France
Female
26
2
0
2
1
1
78,651.55
0
5,068
15,602,282
Kao
587
Germany
Female
45
8
134,980.74
1
1
1
123,309.57
1
5,069
15,717,879
Chen
712
Spain
Female
79
5
108,078.56
1
1
1
174,118.93
0
5,070
15,740,878
Yao
655
Spain
Female
29
9
0
2
0
1
85,736.26
0
5,071
15,794,468
Tsou
641
France
Female
42
6
0
2
0
0
121,138.77
0
5,072
15,773,277
Barnes
676
France
Male
35
5
106,836.67
2
1
0
84,199.78
0
5,073
15,572,657
H?
472
France
Male
29
8
102,490.27
1
0
1
181,224.56
0
5,074
15,800,295
Cruz
644
Germany
Male
34
9
112,746.54
2
0
0
141,230.07
0
5,075
15,672,397
Smith
598
France
Male
38
0
125,487.89
1
0
0
158,111.71
0
5,076
15,684,921
Onuchukwu
792
Spain
Male
25
8
142,862.21
1
1
1
130,639.01
0
5,077
15,720,676
Bukowski
700
France
Female
37
7
0
2
1
0
17,040.82
0
5,078
15,731,829
Simmons
616
France
Male
34
10
0
2
1
0
25,662.27
0
5,079
15,732,672
Stewart
743
Spain
Male
35
6
79,388.33
1
1
1
193,360.69
0
5,080
15,692,406
Gow
427
France
Male
37
5
0
2
1
1
121,485.1
0
5,081
15,764,405
Williams
731
France
Male
29
10
0
2
1
1
162,452.65
0
5,082
15,757,537
Francis
610
France
Female
31
6
107,784.65
1
1
1
141,137.53
0
5,083
15,793,307
Calabresi
724
Spain
Female
41
4
142,880.28
3
0
0
185,541.2
1
5,084
15,660,679
Chimaobim
653
Spain
Female
38
9
149,571.94
1
1
0
118,383.18
0
5,085
15,666,856
Chikwendu
774
France
Male
49
1
142,767.39
1
1
1
8,214.41
0
5,086
15,687,372
Padovesi
547
Germany
Male
49
8
121,537.71
2
1
0
46,521.45
1
5,087
15,667,289
Henderson
719
Spain
Male
50
2
0
2
0
0
10,772.13
0
5,088
15,624,641
Kharlamova
740
Spain
Male
43
9
0
1
1
0
199,290.68
1
5,089
15,734,610
Onio
543
France
Male
42
4
89,838.71
3
1
0
85,983.54
1
5,090
15,631,882
Yeh
688
Germany
Male
45
9
103,399.87
1
0
0
129,870.93
0
5,091
15,642,709
Feng
474
France
Female
30
9
0
2
0
0
63,158.22
0
5,092
15,811,026
Norman
505
Germany
Male
43
5
136,855.94
2
1
0
171,070.52
0
5,093
15,596,303
White
688
France
Female
39
0
0
2
1
0
53,222.15
1
5,094
15,787,255
Manfrin
650
Germany
Female
55
2
140,891.46
3
1
1
179,834.45
1
5,095
15,617,166
Ritchie
610
France
Male
37
0
0
1
1
0
114,514.64
0
5,096
15,742,442
Udegbulam
705
Spain
Female
46
5
89,364.91
1
0
1
139,162.15
0
5,097
15,758,692
Kao
669
France
Female
29
7
146,011.4
1
0
0
50,249.16
0
5,098
15,568,238
Diaz
650
Spain
Male
20
8
0
2
1
1
113,469.65
0
5,099
15,730,353
Olisaemeka
550
Germany
Male
29
9
145,294.08
2
1
0
147,484.13
0
5,100
15,731,555
Ross-Watt
595
Germany
Female
45
9
106,000.12
1
0
0
191,448.96
1