CustomerId
int64 | Surname
string | CreditScore
int64 | Geography
string | Age
float64 | Tenure
int64 | Balance
float64 | NumOfProducts
int64 | HasCrCard
float64 | IsActiveMember
float64 | EstimatedSalary
float64 | Exited
int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|
15,634,602
|
Hargrave
| 619
|
France
| 42
| 2
| 0
| 1
| 1
| 1
| 101,348.88
| 1
|
15,647,311
|
Hill
| 608
|
Spain
| 41
| 1
| 83,807.86
| 1
| 0
| 1
| 112,542.58
| 0
|
15,619,304
|
Onio
| 502
|
France
| 42
| 8
| 159,660.8
| 3
| 1
| 0
| 113,931.57
| 1
|
15,701,354
|
Boni
| 699
|
France
| 39
| 1
| 0
| 2
| 0
| 0
| 93,826.63
| 0
|
15,737,888
|
Mitchell
| 850
|
Spain
| 43
| 2
| 125,510.82
| 1
| null | 1
| 79,084.1
| 0
|
15,574,012
|
Chu
| 645
|
Spain
| 44
| 8
| 113,755.78
| 2
| 1
| 0
| 149,756.71
| 1
|
15,592,531
|
Bartlett
| 822
| null | 50
| 7
| 0
| 2
| 1
| 1
| 10,062.8
| 0
|
15,656,148
|
Obinna
| 376
|
Germany
| 29
| 4
| 115,046.74
| 4
| 1
| 0
| 119,346.88
| 1
|
15,792,365
|
He
| 501
|
France
| 44
| 4
| 142,051.07
| 2
| 0
| null | 74,940.5
| 0
|
15,592,389
|
H?
| 684
|
France
| null | 2
| 134,603.88
| 1
| 1
| 1
| 71,725.73
| 0
|
15,767,821
|
Bearce
| 528
|
France
| 31
| 6
| 102,016.72
| 2
| 0
| 0
| 80,181.12
| 0
|
15,737,173
|
Andrews
| 497
|
Spain
| 24
| 3
| 0
| 2
| 1
| 0
| 76,390.01
| 0
|
15,632,264
|
Kay
| 476
|
France
| 34
| 10
| 0
| 2
| 1
| 0
| 26,260.98
| 0
|
15,691,483
|
Chin
| 549
|
France
| 25
| 5
| 0
| 2
| 0
| 0
| 190,857.79
| 0
|
15,600,882
|
Scott
| 635
|
Spain
| 35
| 7
| 0
| 2
| 1
| 1
| 65,951.65
| 0
|
15,643,966
|
Goforth
| 616
|
Germany
| 45
| 3
| 143,129.41
| 2
| 0
| 1
| 64,327.26
| 0
|
15,737,452
|
Romeo
| 653
|
Germany
| 58
| 1
| 132,602.88
| 1
| 1
| 0
| 5,097.67
| 1
|
15,788,218
|
Henderson
| 549
|
Spain
| 24
| 9
| 0
| 2
| 1
| 1
| 14,406.41
| 0
|
15,661,507
|
Muldrow
| 587
|
Spain
| 45.25
| 6
| 0
| 1
| 0
| 0
| 158,684.81
| 0
|
15,568,982
|
Hao
| 726
|
France
| 24
| 6
| 0
| 2
| 1
| 1
| 54,724.03
| 0
|
15,577,657
|
McDonald
| 732
|
France
| 41
| 8
| 0
| 2
| 1
| 1
| 170,886.17
| 0
|
15,597,945
|
Dellucci
| 636
|
Spain
| 32.34
| 8
| 0
| 2
| 1
| 0
| 138,555.46
| 0
|
15,699,309
|
Gerasimov
| 510
|
Spain
| 38
| 4
| 0
| 1
| 1
| 0
| 118,913.53
| 1
|
15,725,737
|
Mosman
| 669
|
France
| 46
| 3
| 0
| 2
| 0
| 1
| 8,487.75
| 0
|
15,625,047
|
Yen
| 846
|
France
| 38
| 5
| 0
| 1
| 1
| 1
| 187,616.16
| 0
|
15,738,191
|
Maclean
| 577
|
France
| 25
| 3
| 0
| 2
| 0
| 1
| 124,508.29
| 0
|
15,736,816
|
Young
| 756
|
Germany
| 36.44
| 2
| 136,815.64
| 1
| 1
| 1
| 170,041.95
| 0
|
15,700,772
|
Nebechi
| 571
|
France
| 44
| 9
| 0
| 2
| 0
| 0
| 38,433.35
| 0
|
15,728,693
|
McWilliams
| 574
|
Germany
| 43
| 3
| 141,349.43
| 1
| 1
| 1
| 100,187.43
| 0
|
15,656,300
|
Lucciano
| 411
|
France
| 29
| 0
| 59,697.17
| 2
| 1
| 1
| 53,483.21
| 0
|
15,589,475
|
Azikiwe
| 591
|
Spain
| 39
| 3
| 0
| 3
| 1
| 0
| 140,469.38
| 1
|
15,706,552
|
Odinakachukwu
| 533
|
France
| 36
| 7
| 85,311.7
| 1
| 0
| 1
| 156,731.91
| 0
|
15,750,181
|
Sanderson
| 553
|
Germany
| 41
| 9
| 110,112.54
| 2
| 0
| 0
| 81,898.81
| 0
|
15,659,428
|
Maggard
| 520
|
Spain
| 42
| 6
| 0
| 2
| 1
| 1
| 34,410.55
| 0
|
15,732,963
|
Clements
| 722
|
Spain
| 29
| 9
| 0
| 2
| 1
| 1
| 142,033.07
| 0
|
15,794,171
|
Lombardo
| 475
|
France
| 45
| 0
| 134,264.04
| 1
| 1
| 0
| 27,822.99
| 1
|
15,788,448
|
Watson
| 490
|
Spain
| 31
| 3
| 145,260.23
| 1
| 0
| 1
| 114,066.77
| 0
|
15,729,599
|
Lorenzo
| 804
|
Spain
| 33
| 7
| 76,548.6
| 1
| 0
| 1
| 98,453.45
| 0
|
15,717,426
|
Armstrong
| 850
|
France
| 36
| 7
| 0
| 1
| 1
| 1
| 40,812.9
| 0
|
15,585,768
|
Cameron
| 582
|
Germany
| 41
| 6
| 70,349.48
| 2
| 0
| 1
| 178,074.04
| 0
|
15,619,360
|
Hsiao
| 472
|
Spain
| 40
| 4
| 0
| 1
| 1
| 0
| 70,154.22
| 0
|
15,738,148
|
Clarke
| 465
|
France
| 51
| 8
| 122,522.32
| 1
| 0
| 0
| 181,297.65
| 1
|
15,687,946
|
Osborne
| 556
|
France
| 61
| 2
| 117,419.35
| 1
| 1
| 1
| 94,153.83
| 0
|
15,755,196
|
Lavine
| 834
|
France
| 49
| 2
| 131,394.56
| 1
| 0
| 0
| 194,365.76
| 1
|
15,684,171
|
Bianchi
| 660
|
Spain
| 61
| 5
| 155,931.11
| 1
| 1
| 1
| 158,338.39
| 0
|
15,754,849
|
Tyler
| 776
|
Germany
| 32
| 4
| 109,421.13
| 2
| 1
| 1
| 126,517.46
| 0
|
15,602,280
|
Martin
| 829
|
Germany
| 27
| 9
| 112,045.67
| 1
| 1
| 1
| 119,708.21
| 1
|
15,771,573
|
Okagbue
| 637
|
Germany
| 39
| 9
| 137,843.8
| 1
| 1
| 1
| 117,622.8
| 1
|
15,766,205
|
Yin
| 550
|
Germany
| 38
| 2
| 103,391.38
| 1
| 0
| 1
| 90,878.13
| 0
|
15,771,873
|
Buccho
| 776
|
Germany
| 37
| 2
| 103,769.22
| 2
| 1
| 0
| 194,099.12
| 0
|
15,616,550
|
Chidiebele
| 698
|
Germany
| 44
| 10
| 116,363.37
| 2
| 1
| 0
| 198,059.16
| 0
|
15,768,193
|
Trevisani
| 585
|
Germany
| 36
| 5
| 146,050.97
| 2
| 0
| 0
| 86,424.57
| 0
|
15,683,553
|
O'Brien
| 788
|
France
| 33
| 5
| 0
| 2
| 0
| 0
| 116,978.19
| 0
|
15,702,298
|
Parkhill
| 655
|
Germany
| 41
| 8
| 125,561.97
| 1
| 0
| 0
| 164,040.94
| 1
|
15,569,590
|
Yoo
| 601
|
Germany
| 42
| 1
| 98,495.72
| 1
| 1
| 0
| 40,014.76
| 1
|
15,760,861
|
Phillipps
| 619
|
France
| 43
| 1
| 125,211.92
| 1
| 1
| 1
| 113,410.49
| 0
|
15,630,053
|
Tsao
| 656
|
France
| 45
| 5
| 127,864.4
| 1
| 1
| 0
| 87,107.57
| 0
|
15,647,091
|
Endrizzi
| 725
|
Germany
| 19
| 0
| 75,888.2
| 1
| 0
| 0
| 45,613.75
| 0
|
15,623,944
|
T'ien
| 511
|
Spain
| 66
| 4
| 0
| 1
| 1
| 0
| 1,643.11
| 1
|
15,804,771
|
Velazquez
| 614
|
France
| 51
| 4
| 40,685.92
| 1
| 1
| 1
| 46,775.28
| 0
|
15,651,280
|
Hunter
| 742
|
Germany
| 35
| 5
| 136,857
| 1
| 0
| 0
| 84,509.57
| 0
|
15,773,469
|
Clark
| 687
|
Germany
| 27
| 9
| 152,328.88
| 2
| 0
| 0
| 126,494.82
| 0
|
15,702,014
|
Jeffrey
| 555
|
Spain
| 33
| 1
| 56,084.69
| 2
| 0
| 0
| 178,798.13
| 0
|
15,751,208
|
Pirozzi
| 684
|
Spain
| 56
| 8
| 78,707.16
| 1
| 1
| 1
| 99,398.36
| 0
|
15,592,461
|
Jackson
| 603
|
Germany
| 26
| 4
| 109,166.37
| 1
| 1
| 1
| 92,840.67
| 0
|
15,789,484
|
Hammond
| 751
|
Germany
| 36
| 6
| 169,831.46
| 2
| 1
| 1
| 27,758.36
| 0
|
15,696,061
|
Brownless
| 581
|
Germany
| 34
| 1
| 101,633.04
| 1
| 1
| 0
| 110,431.51
| 0
|
15,641,582
|
Chibugo
| 735
|
Germany
| 43
| 10
| 123,180.01
| 2
| 1
| 1
| 196,673.28
| 0
|
15,638,424
|
Glauert
| 661
|
Germany
| 35
| 5
| 150,725.53
| 2
| 0
| 1
| 113,656.85
| 0
|
15,755,648
|
Pisano
| 675
|
France
| 21
| 8
| 98,373.26
| 1
| 1
| 0
| 18,203
| 0
|
15,703,793
|
Konovalova
| 738
|
Germany
| 58
| 2
| 133,745.44
| 4
| 1
| 0
| 28,373.86
| 1
|
15,620,344
|
McKee
| 813
|
France
| 29
| 6
| 0
| 1
| 1
| 0
| 33,953.87
| 0
|
15,812,518
|
Palermo
| 657
|
Spain
| 37
| 0
| 163,607.18
| 1
| 0
| 1
| 44,203.55
| 0
|
15,779,052
|
Ballard
| 604
|
Germany
| 25
| 5
| 157,780.84
| 2
| 1
| 1
| 58,426.81
| 0
|
15,770,811
|
Wallace
| 519
|
France
| 36
| 9
| 0
| 2
| 0
| 1
| 145,562.4
| 0
|
15,780,961
|
Cavenagh
| 735
|
France
| 21
| 1
| 178,718.19
| 2
| 1
| 0
| 22,388
| 0
|
15,614,049
|
Hu
| 664
|
France
| 55
| 8
| 0
| 2
| 1
| 1
| 139,161.64
| 0
|
15,662,085
|
Read
| 678
|
France
| 32
| 9
| 0
| 1
| 1
| 1
| 148,210.64
| 0
|
15,575,185
|
Bushell
| 757
|
Spain
| 33
| 5
| 77,253.22
| 1
| 0
| 1
| 194,239.63
| 0
|
15,803,136
|
Postle
| 416
|
Germany
| 41
| 10
| 122,189.66
| 2
| 1
| 0
| 98,301.61
| 0
|
15,706,021
|
Buley
| 665
|
France
| 34
| 1
| 96,645.54
| 2
| 0
| 0
| 171,413.66
| 0
|
15,663,706
|
Leonard
| 777
|
France
| 32
| 2
| 0
| 1
| 1
| 0
| 136,458.19
| 1
|
15,641,732
|
Mills
| 543
|
France
| 36
| 3
| 0
| 2
| 0
| 0
| 26,019.59
| 0
|
15,701,164
|
Onyeorulu
| 506
|
France
| 34
| 4
| 90,307.62
| 1
| 1
| 1
| 159,235.29
| 0
|
15,738,751
|
Beit
| 493
|
France
| 46
| 4
| 0
| 2
| 1
| 0
| 1,907.66
| 0
|
15,805,254
|
Ndukaku
| 652
|
Spain
| 75
| 10
| 0
| 2
| 1
| 1
| 114,675.75
| 0
|
15,762,418
|
Gant
| 750
|
Spain
| 22
| 3
| 121,681.82
| 1
| 1
| 0
| 128,643.35
| 1
|
15,625,759
|
Rowley
| 729
|
France
| 30
| 9
| 0
| 2
| 1
| 0
| 151,869.35
| 0
|
15,622,897
|
Sharpe
| 646
|
France
| 46
| 4
| 0
| 3
| 1
| 0
| 93,251.42
| 1
|
15,767,954
|
Osborne
| 635
|
Germany
| 28
| 3
| 81,623.67
| 2
| 1
| 1
| 156,791.36
| 0
|
15,757,535
|
Heap
| 647
|
Spain
| 44
| 5
| 0
| 3
| 1
| 1
| 174,205.22
| 1
|
15,731,511
|
Ritchie
| 808
|
France
| 45
| 7
| 118,626.55
| 2
| 1
| 0
| 147,132.46
| 0
|
15,809,248
|
Cole
| 524
|
France
| 36
| 10
| 0
| 2
| 1
| 0
| 109,614.57
| 0
|
15,640,635
|
Capon
| 769
|
France
| 29
| 8
| 0
| 2
| 1
| 1
| 172,290.61
| 0
|
15,676,966
|
Capon
| 730
|
Spain
| 42
| 4
| 0
| 2
| 0
| 1
| 85,982.47
| 0
|
15,699,461
|
Fiorentini
| 515
|
Spain
| 35
| 10
| 176,273.95
| 1
| 0
| 1
| 121,277.78
| 0
|
15,738,721
|
Graham
| 773
|
Spain
| 41
| 9
| 102,827.44
| 1
| 0
| 1
| 64,595.25
| 0
|
15,693,683
|
Yuille
| 814
|
Germany
| 29
| 8
| 97,086.4
| 2
| 1
| 1
| 197,276.13
| 0
|
15,604,348
|
Allard
| 710
|
Spain
| 22
| 8
| 0
| 2
| 0
| 0
| 99,645.04
| 0
|
15,633,059
|
Fanucci
| 413
|
France
| 34
| 9
| 0
| 2
| 0
| 0
| 6,534.18
| 0
|
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