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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
300 | 301 | 15,803,976 | 694 | Female | 0 | 2 | 1 | 0 | 31 | Texas | 160,990.27 | Efremov | 0 | 100 |
301 | 302 | 15,682,541 | 616 | Female | 132,311.71 | 1 | 0 | 0 | 36 | California | 15,462.84 | Hartley | 0 | 6 |
302 | 303 | 15,695,699 | 687 | Male | 0 | 2 | 1 | 0 | 35 | Texas | 10,334.05 | Calabrese | 0 | 8 |
303 | 304 | 15,624,188 | 712 | Female | 0 | 2 | 1 | 1 | 33 | Texas | 190,686.16 | Chiu | 0 | 6 |
304 | 305 | 15,812,191 | 553 | Male | 118,082.89 | 1 | 0 | 0 | 33 | Texas | 94,440.45 | Brennan | 0 | 4 |
305 | 306 | 15,636,673 | 667 | Male | 119,266.69 | 1 | 1 | 1 | 31 | Texas | 28,257.63 | Onwuatuegwu | 0 | 1 |
306 | 307 | 15,594,898 | 731 | Male | 0 | 1 | 1 | 1 | 43 | Texas | 170,034.95 | Hewitt | 1 | 2 |
307 | 308 | 15,660,211 | 629 | Male | 156,847.29 | 2 | 1 | 0 | 35 | Alabama | 31,824.29 | Shih | 0 | 7 |
308 | 309 | 15,773,972 | 614 | Male | 137,104.47 | 1 | 1 | 0 | 50 | Texas | 127,166.49 | Balashov | 1 | 4 |
309 | 310 | 15,746,726 | 438 | Male | 78,398.69 | 1 | 1 | 0 | 31 | Alabama | 44,937.01 | Doyle | 0 | 8 |
310 | 311 | 15,712,287 | 652 | Female | 0 | 2 | 1 | 1 | 80 | Texas | null | Pokrovskii | 0 | 4 |
311 | 312 | 15,702,919 | 729 | Male | 63,669.42 | 1 | 1 | 0 | 30 | Alabama | 145,111.37 | Collins | 0 | 6 |
312 | 313 | 15,674,398 | 642 | Male | 0 | 2 | 0 | 0 | 38 | Texas | 171,463.83 | Russo | 0 | 3 |
313 | 314 | 15,797,960 | 806 | Female | 135,296.33 | 1 | 1 | 0 | 59 | Alabama | 182,822.5 | Skinner | 0 | 0 |
314 | 315 | 15,631,868 | 744 | Male | 153,804.44 | 1 | 1 | 1 | 36 | California | 87,213.33 | Robertson | 0 | 2 |
315 | 316 | 15,581,539 | 474 | Male | 0 | 2 | 0 | 0 | 37 | California | 57,175.32 | Atkinson | 0 | 3 |
316 | 317 | 15,662,736 | 559 | Male | 147,069.78 | 1 | 1 | 0 | null | Texas | 120,540.83 | Doyle | 1 | 2 |
317 | 318 | 15,666,252 | 706 | Male | 0 | 2 | 1 | 1 | 42 | California | 28,714.34 | Ritchie | 0 | 9 |
318 | 319 | 15,677,512 | 628 | Female | 0 | 1 | 1 | 0 | 22 | California | 85,426.28 | McEncroe | 0 | 3 |
319 | 320 | 15,626,114 | 429 | Male | 95,741.75 | 1 | 1 | 0 | 24 | Texas | 46,170.75 | Pearson | 0 | 4 |
320 | 321 | 15,810,834 | 525 | Female | 145,965.33 | 1 | 1 | 1 | 57 | California | 64,448.36 | Gordon | 0 | 2 |
321 | 322 | 15,678,910 | 680 | Female | 141,441.75 | 1 | 1 | 1 | 30 | Texas | 16,278.97 | Ts'ai | 0 | 8 |
322 | 323 | 15,694,408 | 749 | Male | 139,290.41 | 1 | 1 | 0 | 40 | Texas | 182,855.42 | Lung | 1 | 1 |
323 | 324 | 15,585,215 | 763 | Female | 0 | 2 | 0 | 0 | 31 | Texas | 50,404.72 | Yuan | 0 | 4 |
324 | 325 | 15,682,757 | 734 | Male | 0 | 2 | 1 | 0 | 30 | Texas | 107,640.25 | Pardey | 0 | 3 |
325 | 326 | 15,736,601 | 716 | Male | 144,428.87 | 1 | 1 | 0 | 35 | Texas | null | Tai | 0 | 4 |
326 | 327 | 15,601,848 | 594 | Male | 0 | 2 | 1 | 0 | null | Texas | 103,480.69 | Scott | 0 | 2 |
327 | 328 | 15,736,008 | 644 | Female | 95,441.27 | 1 | 1 | 0 | 46 | Texas | 108,761.05 | Hunter | 1 | 9 |
328 | 329 | 15,669,064 | 671 | Male | 144,848.74 | 1 | 1 | 1 | 35 | Alabama | 179,012.3 | Mazzanti | 0 | 1 |
329 | 330 | 15,624,528 | 664 | Male | 116,244.14 | 2 | 1 | 1 | 26 | Alabama | 95,145.14 | L? | 0 | 7 |
330 | 331 | 15,598,493 | 656 | Male | 0 | 2 | 0 | 1 | 50 | Texas | 72,143.44 | Beach | 0 | 7 |
331 | 332 | 15,601,274 | 667 | Female | 146,502.07 | 1 | 1 | 0 | 40 | California | 19,162.89 | Hsieh | 0 | 1 |
332 | 333 | 15,702,669 | 663 | Male | 117,028.6 | 2 | 0 | 1 | 44 | Alabama | 144,680.18 | Faulkner | 0 | 2 |
333 | 334 | 15,728,669 | 584 | Female | 112,013.81 | 1 | 1 | 0 | 30 | Alabama | 177,772.03 | Knowles | 1 | 8 |
334 | 335 | 15,742,668 | 626 | Female | 108,269.37 | 1 | 1 | 0 | 37 | California | 5,597.94 | Day | 0 | 6 |
335 | 336 | 15,697,441 | 485 | Male | 182,123.79 | 1 | 1 | 0 | 29 | Texas | 116,828.51 | Hsueh | 1 | 7 |
336 | 337 | 15,740,476 | 659 | Female | 150,923.74 | 2 | 0 | 1 | 32 | Alabama | 174,652.51 | Tsao | 0 | 3 |
337 | 338 | 15,648,064 | 649 | Male | 0 | 2 | 1 | 0 | 33 | Texas | 2,010.98 | Kennedy | 0 | 2 |
338 | 339 | 15,636,624 | 805 | Female | 165,272.13 | 1 | 1 | 0 | null | California | 14,109.85 | Nwabugwu | 1 | 5 |
339 | 340 | 15,807,923 | 716 | Female | 115,301.31 | 1 | 1 | 0 | 39 | Alabama | 43,527.4 | Young | 1 | 100 |
340 | 341 | 15,745,844 | 642 | Female | 129,502.49 | 2 | 0 | 1 | 40 | Alabama | 86,099.23 | Kerr | 1 | 6 |
341 | 342 | 15,786,170 | 659 | Male | 118,342.26 | 1 | 0 | 0 | 31 | Texas | 161,574.19 | Tien | 0 | 4 |
342 | 343 | 15,681,081 | 545 | Female | 0 | 2 | 1 | 1 | 47 | California | 38,970.14 | Marrero | 0 | 5 |
343 | 344 | 15,684,484 | 543 | Male | 0 | 2 | 0 | 0 | 22 | Texas | 127,587.22 | White | 0 | 8 |
344 | 345 | 15,785,869 | 718 | Female | 0 | 2 | 1 | 0 | null | Texas | 30,380.12 | Pisano | 0 | 7 |
345 | 346 | 15,763,859 | 840 | Female | 0 | 2 | 1 | 0 | 43 | Texas | 90,908.95 | Brown | 0 | 7 |
346 | 347 | 15,658,935 | 630 | Female | 106,937.05 | 2 | 1 | 0 | 34 | Alabama | 138,275.01 | Freeman | 0 | 9 |
347 | 348 | 15,747,358 | 643 | Male | 170,331.37 | 1 | 1 | 1 | 59 | Alabama | 32,171.79 | Russell | 0 | 3 |
348 | 349 | 15,735,203 | 654 | Female | 114,510.85 | 1 | 1 | 1 | 32 | Alabama | 126,143.23 | Seleznyov | 0 | 1 |
349 | 350 | 15,576,256 | 582 | Male | 0 | 2 | 1 | 1 | 39 | Texas | 129,892.93 | Yusupova | 0 | 5 |
350 | 351 | 15,659,420 | 659 | Male | 107,594.11 | 2 | 1 | 1 | 32 | California | 102,416.84 | Foley | 0 | 3 |
351 | 352 | 15,593,365 | 762 | Male | 81,273.13 | 1 | 1 | 1 | 39 | California | 18,719.67 | Shih | 0 | 2 |
352 | 353 | 15,777,352 | 568 | Female | 169,399.6 | 1 | 1 | 0 | 32 | California | 61,936.22 | Ikedinachukwu | 0 | 7 |
353 | 354 | 15,812,007 | 670 | Male | 0 | 2 | 1 | 1 | 25 | California | 78,358.94 | Power | 0 | 6 |
354 | 355 | 15,625,461 | 613 | Female | 187,841.99 | 2 | 1 | 1 | 45 | Texas | 147,224.27 | Amos | 0 | 1 |
355 | 356 | 15,739,438 | 539 | Male | 0 | 2 | 1 | 0 | 30 | Texas | 160,979.66 | Reed | 0 | 0 |
356 | 357 | 15,611,759 | 850 | Female | 126,776.3 | 2 | 1 | 1 | 57 | California | 132,298.49 | Simmons | 0 | 8 |
357 | 358 | 15,661,629 | 522 | Male | 126,436.29 | 1 | 1 | 0 | 34 | California | 174,248.52 | Ricci | 0 | 9 |
358 | 359 | 15,633,950 | 737 | Male | 101,960.74 | 1 | 1 | 1 | 41 | Texas | 123,547.28 | Yen | 0 | 1 |
359 | 360 | 15,592,386 | 520 | Male | 0 | 2 | 0 | 1 | 58 | Texas | null | null | 0 | 3 |
360 | 361 | 15,803,716 | 706 | Male | 0 | 2 | 0 | 1 | 28 | California | 181,543.67 | West | 0 | 3 |
361 | 362 | 15,696,674 | 643 | Female | 150,842.93 | 1 | 0 | 1 | 45 | Alabama | 2,319.96 | Robinson | 1 | 2 |
362 | 363 | 15,706,365 | 648 | Female | 102,535.57 | 1 | 1 | 1 | 50 | Texas | 189,543.19 | Bianchi | 0 | 9 |
363 | 364 | 15,745,088 | 443 | Female | 99,027.61 | 2 | 1 | 0 | 29 | Alabama | null | Chen | 0 | 9 |
364 | 365 | 15,676,715 | 640 | Male | 0 | 2 | 1 | 1 | 68 | Texas | 199,493.38 | Madukaego | 0 | 9 |
365 | 366 | 15,613,085 | 628 | Female | 0 | 1 | 1 | 1 | 33 | California | 188,193.25 | Ibrahimova | 0 | 3 |
366 | 367 | 15,633,537 | 540 | Female | 87,271.41 | 2 | 1 | 0 | 42 | Alabama | 172,572.64 | Nolan | 0 | 9 |
367 | 368 | 15,594,720 | 460 | Female | 102,742.91 | 2 | 1 | 1 | 35 | Alabama | 189,339.6 | Scott | 0 | 8 |
368 | 369 | 15,684,042 | 636 | Male | 40,105.51 | 2 | 0 | 1 | 34 | Alabama | 53,512.16 | Blair | 0 | 2 |
369 | 370 | 15,583,303 | 593 | Female | 152,265.43 | 1 | 1 | 0 | 29 | Texas | 34,004.44 | Monaldo | 0 | 2 |
370 | 371 | 15,611,579 | 801 | Male | 141,947.67 | 1 | 1 | 1 | null | California | 10,598.29 | Sutherland | 0 | 4 |
371 | 372 | 15,774,696 | 640 | Female | 106,307.91 | 2 | 0 | 1 | 75 | Alabama | 113,428.77 | Cole | 0 | 1 |
372 | 373 | 15,694,506 | 611 | Male | 107,884.81 | 2 | 1 | 1 | 31 | Alabama | 183,487.98 | Briggs | 0 | 0 |
373 | 374 | 15,688,074 | 802 | Male | 125,013.72 | 1 | 1 | 1 | 31 | Alabama | 187,658.09 | Gregory | 0 | 1 |
374 | 375 | 15,759,537 | 717 | Male | 58,469.37 | 2 | 1 | 1 | null | Alabama | 172,459.39 | Bianchi | 0 | 7 |
375 | 376 | 15,758,449 | 769 | Female | 0 | 1 | 0 | 1 | 39 | Texas | 21,016 | Angelo | 0 | 8 |
376 | 377 | 15,583,456 | 745 | Male | 117,231.63 | 3 | 1 | 1 | 45 | Alabama | 122,381.02 | Gardiner | 1 | 10 |
377 | 378 | 15,667,871 | 572 | Male | 152,390.26 | 1 | 1 | 0 | 35 | California | 128,123.66 | Kerr | 0 | 4 |
378 | 379 | 15,677,371 | 629 | Female | 34,013.63 | 1 | 1 | 0 | 30 | California | 19,570.63 | Ko | 0 | 2 |
379 | 380 | 15,629,677 | 687 | Female | 0 | 3 | 0 | 0 | 39 | California | 188,150.6 | Distefano | 0 | 2 |
380 | 381 | 15,713,578 | 483 | Female | 0 | 2 | 1 | 1 | 50 | Texas | 111,020.24 | Farrell | 0 | 9 |
381 | 382 | 15,591,509 | 690 | Male | 101,583.11 | 2 | 1 | 0 | 36 | Texas | 123,775.15 | Milano | 0 | 7 |
382 | 383 | 15,568,240 | 492 | Female | 77,168.87 | 2 | 0 | 1 | 30 | Alabama | 146,700.22 | Ting | 0 | 100 |
383 | 384 | 15,622,993 | 709 | Male | 124,695.72 | 2 | 1 | 0 | 28 | Alabama | 145,251.35 | Boyd | 0 | 8 |
384 | 385 | 15,689,294 | 705 | Male | 105,934.96 | 1 | 1 | 0 | 44 | Alabama | 82,463.69 | Onyemaechi | 0 | 3 |
385 | 386 | 15,720,910 | 560 | Female | 0 | 1 | 1 | 1 | 66 | Texas | 15,928.49 | Black | 0 | 9 |
386 | 387 | 15,721,181 | 611 | Male | 0 | 2 | 1 | 0 | 46 | California | 45,886.33 | Oliver | 0 | 6 |
387 | 388 | 15,776,433 | 730 | Male | 0 | 2 | 1 | 1 | 62 | California | 186,489.95 | Greco | 0 | 2 |
388 | 389 | 15,748,936 | 709 | Female | 0 | 2 | 0 | 1 | null | California | 162,922.65 | Whitehead | 0 | 2 |
389 | 390 | 15,717,225 | 544 | Female | 161,525.96 | 2 | 1 | 0 | 21 | Texas | 9,262.77 | Ikemefuna | 0 | 100 |
390 | 391 | 15,685,226 | 712 | Female | 147,199.07 | 1 | 1 | 1 | 29 | Alabama | 84,932.4 | Morrison | 0 | 7 |
391 | 392 | 15,785,611 | 752 | Male | 183,102.29 | 1 | 1 | 1 | 38 | Alabama | 71,557.12 | Onyeoruru | 0 | 3 |
392 | 393 | 15,573,456 | 648 | Male | 127,209 | 2 | 1 | 0 | 46 | California | 77,405.95 | Cunningham | 1 | 9 |
393 | 394 | 15,684,548 | 556 | Male | 0 | 2 | 0 | 0 | 38 | California | 417.41 | Demidov | 0 | 8 |
394 | 395 | 15,620,505 | 594 | Female | 97,378.54 | 1 | 1 | 1 | 24 | California | 71,405.17 | Celis | 0 | 0 |
395 | 396 | 15,807,432 | 645 | Female | 136,925.09 | 2 | 0 | 1 | 37 | Alabama | 153,400.24 | Cheng | 0 | 2 |
396 | 397 | 15,584,766 | 557 | Male | 54,503.55 | 1 | 1 | 1 | 33 | Texas | 371.05 | Knight | 0 | 3 |
397 | 398 | 15,612,187 | 547 | Male | 155,726.85 | 1 | 1 | 0 | 32 | Alabama | 67,789.99 | Morin | 0 | 8 |
398 | 399 | 15,762,218 | 701 | Female | 0 | 2 | 0 | 1 | null | Texas | 145,894.9 | Mills | 0 | 9 |
399 | 400 | 15,646,372 | 616 | Female | 135,842.41 | 1 | 1 | 0 | 66 | Texas | null | Outhwaite | 1 | 1 |