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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
500 | 501 | 15,727,688 | 555 | Male | 0 | 2 | 1 | 1 | 32 | California | 54,405.79 | Chizuoke | 0 | 4 |
501 | 502 | 15,715,941 | 692 | Male | 0 | 2 | 1 | 1 | 54 | Texas | 88,721.84 | Lueck | 0 | 5 |
502 | 503 | 15,714,485 | 774 | Male | 85,891.55 | 1 | 1 | 0 | 60 | Texas | 74,135.48 | Udinese | 1 | 5 |
503 | 504 | 15,730,059 | 638 | Male | 77,637.35 | 2 | 1 | 1 | 44 | California | 111,346.22 | Udobata | 0 | 9 |
504 | 505 | 15,715,527 | 543 | Female | 0 | 1 | 0 | 0 | 41 | California | 194,902.16 | Freeman | 0 | 4 |
505 | 506 | 15,576,623 | 584 | Male | 0 | 2 | 1 | 0 | 31 | Texas | 31,474.27 | Outlaw | 0 | 5 |
506 | 507 | 15,805,565 | 691 | Male | 116,927.89 | 1 | 1 | 0 | 30 | Alabama | 21,198.39 | Obiuto | 0 | 7 |
507 | 508 | 15,677,307 | 684 | Female | 137,326.65 | 1 | 1 | 0 | 40 | Alabama | 186,976.6 | Lo | 0 | 6 |
508 | 509 | 15,773,890 | 733 | Male | 0 | 2 | 1 | 1 | 22 | Texas | 117,202.19 | Okechukwu | 0 | 5 |
509 | 510 | 15,598,883 | 599 | Female | 0 | 2 | 1 | 1 | null | California | 143,739.29 | King | 0 | 2 |
510 | 511 | 15,568,506 | 524 | Female | 67,238.98 | 2 | 1 | 1 | 31 | Alabama | 161,811.23 | Forbes | 0 | 100 |
511 | 512 | 15,761,043 | 632 | Female | 86,569.76 | 2 | 1 | 0 | 38 | Alabama | 98,090.91 | Macleod | 0 | 6 |
512 | 513 | 15,782,236 | 735 | Male | 0 | 2 | 0 | 0 | 34 | California | 71,095.41 | Gibbs | 0 | 5 |
513 | 514 | 15,593,601 | 734 | Male | 133,598.4 | 1 | 1 | 1 | 34 | Texas | 13,107.24 | Isayev | 0 | 6 |
514 | 515 | 15,682,048 | 605 | Female | 136,188.78 | 1 | 1 | 1 | 51 | Texas | 67,110.59 | Pisano | 1 | 3 |
515 | 516 | 15,746,902 | 793 | Male | 0 | 2 | 1 | 0 | 38 | California | 88,225.02 | Belstead | 0 | 9 |
516 | 517 | 15,752,081 | 468 | Female | 0 | 3 | 0 | 1 | 56 | Texas | 62,256.87 | Vassiliev | 1 | 100 |
517 | 518 | 15,781,307 | 779 | Male | 120,092.52 | 2 | 1 | 0 | 37 | Alabama | 135,925.72 | Schneider | 0 | 7 |
518 | 519 | 15,775,912 | 698 | Male | 101,238.24 | 2 | 0 | 1 | null | Texas | 177,815.87 | Mazzanti | 1 | 4 |
519 | 520 | 15,745,417 | 707 | Male | 89,685.92 | 1 | 0 | 1 | 58 | Texas | 126,471.13 | Knipe | 0 | 6 |
520 | 521 | 15,671,256 | 850 | Female | 211,774.31 | 1 | 1 | 0 | 35 | Texas | 188,574.12 | Macartney | 1 | 1 |
521 | 522 | 15,653,547 | 850 | Male | 131,317.48 | 1 | 1 | 1 | 56 | Texas | null | Madukwe | 0 | 7 |
522 | 523 | 15,595,766 | 527 | Male | 93,722.73 | 2 | 1 | 1 | 37 | California | 139,093.73 | Watts | 0 | 5 |
523 | 524 | 15,742,358 | 696 | Male | 101,160.99 | 1 | 1 | 1 | 32 | Alabama | 115,916.55 | Humphreys | 0 | 8 |
524 | 525 | 15,763,274 | 661 | Male | 120,320.54 | 1 | 0 | 0 | 48 | Texas | 96,463.25 | Wu | 0 | 3 |
525 | 526 | 15,786,063 | 776 | Female | 0 | 2 | 1 | 1 | 31 | Texas | 112,349.51 | Chin | 0 | 2 |
526 | 527 | 15,600,258 | 701 | Male | 0 | 2 | 1 | 1 | 43 | Texas | 165,303.79 | Chesnokova | 0 | 2 |
527 | 528 | 15,573,318 | 610 | Male | 0 | 2 | 1 | 0 | 26 | Texas | 166,031.08 | Kung | 0 | 8 |
528 | 529 | 15,653,849 | 572 | Female | 152,827.99 | 1 | 1 | 0 | 48 | Alabama | 38,411.79 | Lu | 1 | 3 |
529 | 530 | 15,694,272 | 673 | Male | 64,097.75 | 1 | 1 | 1 | null | Texas | 77,783.35 | Nkemakolam | 0 | 1 |
530 | 531 | 15,736,112 | 519 | Female | 119,035.35 | 2 | 1 | 1 | 57 | California | 29,871.79 | Walton | 0 | 2 |
531 | 532 | 15,749,851 | 702 | Female | 135,219.57 | 1 | 0 | 1 | 26 | California | 59,747.63 | Brookes | 0 | 4 |
532 | 533 | 15,663,478 | 729 | Male | 93,694.42 | 1 | 1 | 1 | 32 | Texas | 79,919.13 | Baldwin | 0 | 6 |
533 | 534 | 15,592,300 | 543 | Male | 59,408.63 | 1 | 1 | 0 | 35 | California | 76,773.53 | Mai | 0 | 10 |
534 | 535 | 15,567,832 | 550 | Female | 114,354.95 | 1 | 1 | 0 | 40 | Texas | 54,018.93 | Shih | 0 | 7 |
535 | 536 | 15,776,780 | 608 | Male | 0 | 1 | 1 | 0 | 59 | Texas | 70,649.64 | He | 1 | 1 |
536 | 537 | 15,592,846 | 639 | Male | 128,173.9 | 2 | 1 | 0 | 35 | Alabama | 59,093.39 | Fiorentini | 0 | 10 |
537 | 538 | 15,739,803 | 686 | Male | 0 | 2 | 1 | 0 | 34 | California | 127,569.8 | Lucciano | 0 | 9 |
538 | 539 | 15,794,142 | 564 | Female | 114,931.35 | 3 | 0 | 1 | 62 | Alabama | 18,260.98 | Ferreira | 1 | 5 |
539 | 540 | 15,762,729 | 745 | Female | 111,071.36 | 1 | 1 | 0 | 28 | Alabama | 73,275.96 | Ukaegbunam | 1 | 1 |
540 | 541 | 15,667,896 | 833 | Male | 151,226.18 | 2 | 1 | 1 | 37 | Texas | 136,129.49 | De Luca | 0 | 8 |
541 | 542 | 15,626,578 | 622 | Male | 0 | 2 | 1 | 1 | 26 | Texas | 153,237.59 | Milne | 0 | 9 |
542 | 543 | 15,776,223 | 597 | Female | 64,740.12 | 1 | 1 | 1 | 42 | Texas | 106,841.12 | Davide | 0 | 4 |
543 | 544 | 15,705,953 | 721 | Male | 169,312.13 | 1 | 1 | 0 | 51 | California | 109,078.35 | Kodilinyechukwu | 0 | 0 |
544 | 545 | 15,802,593 | 504 | Female | 0 | 3 | 0 | 1 | 49 | Texas | 87,822.14 | Little | 1 | 7 |
545 | 546 | 15,615,457 | 842 | Female | 112,652.08 | 2 | 1 | 0 | 44 | California | null | null | 0 | 2 |
546 | 547 | 15,708,916 | 587 | Male | 0 | 2 | 1 | 0 | 38 | Texas | 47,414.15 | Paterson | 0 | 0 |
547 | 548 | 15,720,187 | 479 | Female | 143,964.36 | 2 | 1 | 0 | 30 | Alabama | 41,879.99 | Han | 0 | 7 |
548 | 549 | 15,595,440 | 508 | Male | 122,451.46 | 2 | 1 | 1 | 49 | Texas | 75,808.1 | Kryukova | 0 | 7 |
549 | 550 | 15,600,651 | 749 | Male | 0 | 3 | 1 | 1 | null | Texas | 47,911.03 | Ijendu | 0 | 1 |
550 | 551 | 15,750,141 | 721 | Female | 65,253.07 | 2 | 1 | 0 | 36 | Alabama | 28,737.78 | Reichard | 0 | 3 |
551 | 552 | 15,657,284 | 674 | Male | 106,901.94 | 1 | 1 | 1 | 47 | Alabama | 2,079.2 | Day | 1 | 6 |
552 | 553 | 15,763,063 | 685 | Female | 128,509.63 | 1 | 1 | 0 | 25 | California | 121,562.33 | Price | 0 | 100 |
553 | 554 | 15,709,324 | 417 | Male | 0 | 2 | 1 | 0 | 34 | Texas | 55,003.79 | Bruce | 0 | 7 |
554 | 555 | 15,711,309 | 574 | Male | 129,834.67 | 1 | 1 | 0 | null | Alabama | 193,131.42 | Sumrall | 0 | 3 |
555 | 556 | 15,775,318 | 590 | Female | 154,962.99 | 3 | 0 | 1 | null | California | 191,932.27 | Lu | 1 | 3 |
556 | 557 | 15,705,515 | 587 | Male | 138,241.9 | 2 | 1 | 0 | 40 | Alabama | 159,418.1 | Lazarev | 0 | 5 |
557 | 558 | 15,634,844 | 598 | Male | 91,536.93 | 1 | 1 | 0 | 41 | Alabama | 191,468.78 | Miller | 1 | 3 |
558 | 559 | 15,717,046 | 741 | Male | 0 | 2 | 1 | 1 | null | California | 38,913.68 | Wentworth-Shields | 0 | 3 |
559 | 560 | 15,571,816 | 850 | Female | 0 | 1 | 1 | 1 | 70 | California | 705.18 | Ritchie | 0 | 5 |
560 | 561 | 15,670,080 | 584 | Female | 105,204.01 | 1 | 0 | 1 | 29 | Alabama | 138,490.03 | Mackenzie | 0 | 7 |
561 | 562 | 15,800,440 | 650 | Male | 152,968.73 | 1 | 0 | 1 | 61 | California | 82,970.69 | Power | 0 | 1 |
562 | 563 | 15,665,678 | 607 | Male | 158,261.68 | 1 | 1 | 1 | 36 | California | 76,744.72 | Tan | 0 | 8 |
563 | 564 | 15,665,956 | 509 | Female | 0 | 1 | 1 | 0 | 46 | Texas | 71,244.59 | Pendergrass | 1 | 1 |
564 | 565 | 15,788,126 | 689 | Female | 121,021.05 | 1 | 1 | 1 | 38 | California | 12,182.15 | Evans | 0 | 6 |
565 | 566 | 15,811,773 | 543 | Male | 0 | 2 | 1 | 1 | 36 | Texas | 141,210.5 | Hsia | 0 | 4 |
566 | 567 | 15,651,674 | 438 | Female | 0 | 1 | 0 | 0 | 54 | California | 191,763.07 | Billson | 1 | 2 |
567 | 568 | 15,689,614 | 687 | Female | 137,715.66 | 1 | 1 | 1 | 63 | California | 37,938.74 | Teng | 0 | 1 |
568 | 569 | 15,795,564 | 737 | Male | 121,192.22 | 2 | 1 | 1 | 31 | Alabama | 74,890.58 | Moretti | 0 | 5 |
569 | 570 | 15,706,647 | 761 | Male | 0 | 3 | 1 | 1 | 31 | Texas | 166,698.18 | Jordan | 0 | 7 |
570 | 571 | 15,728,505 | 601 | Male | 100,486.18 | 2 | 1 | 1 | 44 | Texas | 62,678.53 | Ts'ao | 0 | 1 |
571 | 572 | 15,730,076 | 651 | Male | 0 | 1 | 1 | 0 | 45 | Texas | 67,740.08 | Osborne | 1 | 1 |
572 | 573 | 15,622,003 | 745 | Male | 92,566.53 | 2 | 1 | 0 | 35 | Texas | 161,519.77 | Carslaw | 0 | 9 |
573 | 574 | 15,607,312 | 648 | Female | 0 | 2 | 1 | 1 | 49 | California | 159,835.78 | Ch'ang | 0 | 100 |
574 | 575 | 15,644,753 | 848 | Male | 110,929.96 | 1 | 1 | 1 | null | California | 30,876.84 | Hung | 0 | 3 |
575 | 576 | 15,653,620 | 546 | Female | 0 | 2 | 1 | 1 | 27 | Texas | 14,858.1 | Gordon | 0 | 8 |
576 | 577 | 15,761,986 | 439 | Female | 138,901.61 | 1 | 1 | 0 | 32 | California | 75,685.97 | Obialo | 0 | 3 |
577 | 578 | 15,633,922 | 755 | Male | 123,217.66 | 2 | 0 | 1 | 30 | Texas | 144,183.1 | Gray | 0 | 4 |
578 | 579 | 15,734,674 | 593 | Female | 0 | 1 | 1 | 0 | 41 | Texas | null | Lin | 0 | 6 |
579 | 580 | 15,658,032 | 701 | Male | 0 | 2 | 1 | 1 | 39 | Texas | 82,526.92 | Hopkins | 0 | 2 |
580 | 581 | 15,692,671 | 701 | Male | 0 | 2 | 1 | 0 | 36 | California | 169,161.46 | Dobson | 0 | 8 |
581 | 582 | 15,737,741 | 607 | Female | 108,431.87 | 2 | 0 | 1 | 33 | California | 109,291.39 | McKay | 0 | 2 |
582 | 583 | 15,576,352 | 586 | Female | 0 | 2 | 0 | 1 | 57 | California | 6,057.81 | Revell | 0 | 3 |
583 | 584 | 15,753,719 | 547 | Female | 72,392.41 | 1 | 1 | 0 | 30 | Alabama | 77,077.14 | Rickards | 0 | 9 |
584 | 585 | 15,803,689 | 647 | Female | 119,741.77 | 2 | 0 | 0 | 51 | Alabama | 54,954.51 | Begum | 1 | 1 |
585 | 586 | 15,718,057 | 760 | Female | 100,946.71 | 1 | 0 | 0 | null | Texas | 179,614.8 | Onyinyechukwuka | 1 | 2 |
586 | 587 | 15,722,010 | 621 | Male | 170,491.84 | 1 | 1 | 0 | 53 | California | 35,588.07 | Zuyev | 1 | 9 |
587 | 588 | 15,680,998 | 725 | Male | 0 | 1 | 1 | 1 | 44 | Texas | null | Nwankwo | 0 | 5 |
588 | 589 | 15,614,782 | 526 | Male | 0 | 1 | 1 | 0 | 36 | Texas | 160,696.72 | Hao | 0 | 1 |
589 | 590 | 15,591,047 | 519 | Female | 157,296.02 | 2 | 0 | 0 | 47 | California | 147,278.43 | Ma | 0 | 6 |
590 | 591 | 15,788,291 | 713 | Female | 144,606.22 | 1 | 1 | 1 | 38 | Alabama | null | Okwuadigbo | 1 | 7 |
591 | 592 | 15,604,044 | 700 | Male | 134,811.3 | 1 | 1 | 0 | 38 | Texas | 1,299.75 | Mitchell | 0 | 8 |
592 | 593 | 15,679,587 | 666 | Female | 115,897.12 | 1 | 1 | 1 | 34 | Texas | null | Chan | 0 | 9 |
593 | 594 | 15,775,153 | 630 | Male | 82,034 | 1 | 0 | 0 | 32 | California | 146,326.45 | Buchi | 0 | 4 |
594 | 595 | 15,603,925 | 779 | Female | 174,318.13 | 2 | 0 | 1 | 26 | California | 38,296.21 | Greco | 0 | 4 |
595 | 596 | 15,680,970 | 611 | Female | 114,206.84 | 1 | 1 | 0 | 41 | Alabama | null | null | 0 | 2 |
596 | 597 | 15,697,183 | 685 | Male | 0 | 2 | 1 | 0 | 43 | California | 107,811.28 | Uchenna | 0 | 9 |
597 | 598 | 15,567,446 | 646 | Male | 111,574.41 | 1 | 1 | 1 | 39 | Alabama | 30,838.51 | Coffman | 0 | 9 |
598 | 599 | 15,637,476 | 683 | Female | 162,448.69 | 1 | 0 | 0 | null | Alabama | 9,221.78 | Alexandrova | 1 | 5 |
599 | 600 | 15,714,939 | 484 | Female | 148,249.54 | 1 | 0 | 1 | null | Alabama | 33,738.27 | Fallaci | 0 | 4 |