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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
200 | 201 | 15,604,482 | 850 | Male | 141,040.01 | 1 | 1 | 1 | 30 | California | 5,978.2 | Chiemezie | 0 | 2 |
201 | 202 | 15,622,911 | 759 | Male | 105,420.18 | 1 | 0 | 1 | 42 | Texas | 121,409.06 | Jude | 0 | 4 |
202 | 203 | 15,600,974 | 516 | Male | 0 | 1 | 0 | 1 | 50 | California | 146,145.93 | He | 0 | 5 |
203 | 204 | 15,727,868 | 711 | Female | 129,022.06 | 2 | 1 | 1 | 38 | Texas | 14,374.86 | Onuora | 1 | 2 |
204 | 205 | 15,627,801 | 512 | Male | 176,666.62 | 1 | 1 | 0 | 33 | California | 94,670.77 | Ginikanwa | 0 | 3 |
205 | 206 | 15,773,039 | 550 | Male | 0 | 1 | 1 | 1 | null | Texas | 179,670.31 | Ku | 0 | 3 |
206 | 207 | 15,755,262 | 608 | Female | 89,763.84 | 1 | 0 | 0 | null | California | 199,304.74 | McDonald | 1 | 3 |
207 | 208 | 15,679,531 | 618 | Male | 134,954.53 | 1 | 1 | 1 | 34 | Texas | 151,954.39 | Collins | 0 | 5 |
208 | 209 | 15,684,181 | 643 | Male | 0 | 1 | 1 | 0 | 45 | Texas | 142,513.5 | Hackett | 1 | 5 |
209 | 210 | 15,612,087 | 671 | Male | 106,376.85 | 1 | 0 | 1 | 45 | Texas | 158,264.62 | Dike | 0 | 2 |
210 | 211 | 15,752,047 | 689 | Male | 161,814.64 | 2 | 1 | 0 | 33 | Alabama | 169,381.9 | Trevisano | 0 | 2 |
211 | 212 | 15,624,592 | 603 | Male | 0 | 2 | 1 | 1 | 31 | Texas | 169,915.02 | Tan | 0 | 8 |
212 | 213 | 15,573,152 | 620 | Female | 0 | 2 | 0 | 0 | 41 | Texas | 88,852.47 | Glassman | 0 | 9 |
213 | 214 | 15,594,917 | 676 | Female | 63,095.01 | 1 | 1 | 1 | 34 | Texas | 40,645.81 | Miller | 0 | 1 |
214 | 215 | 15,785,542 | 572 | Male | 118,287.01 | 2 | 0 | 0 | 26 | Alabama | 60,427.3 | Kornilova | 0 | 4 |
215 | 216 | 15,723,488 | 668 | Male | 106,854.21 | 1 | 0 | 1 | 47 | Alabama | 157,959.02 | Watson | 1 | 7 |
216 | 217 | 15,680,920 | 695 | Male | 49,512.55 | 1 | 1 | 0 | 46 | Texas | 133,007.34 | Marchesi | 0 | 7 |
217 | 218 | 15,786,308 | 730 | Female | 0 | 2 | 0 | 0 | 33 | California | null | Millar | 0 | 9 |
218 | 219 | 15,659,366 | 807 | Male | 105,799.32 | 2 | 1 | 0 | null | Texas | 34,888.04 | Shih | 1 | 1 |
219 | 220 | 15,774,854 | 592 | Male | 0 | 1 | 1 | 1 | 54 | Texas | 28,737.71 | Fuller | 1 | 8 |
220 | 221 | 15,725,311 | 726 | Female | 114,722.05 | 2 | 1 | 1 | 31 | Texas | 98,178.57 | Hay | 0 | 9 |
221 | 222 | 15,787,155 | 514 | Male | 0 | 1 | 0 | 1 | 30 | California | 125,010.24 | Yang | 0 | 7 |
222 | 223 | 15,727,829 | 567 | Male | 0 | 2 | 1 | 1 | 42 | Texas | 167,984.61 | McIntyre | 0 | 2 |
223 | 224 | 15,733,247 | 850 | Male | 0 | 1 | 1 | 0 | 33 | Texas | 4,861.72 | Stevenson | 1 | 10 |
224 | 225 | 15,568,748 | 671 | Male | 99,564.22 | 1 | 1 | 1 | 45 | Alabama | 108,872.45 | Poole | 1 | 6 |
225 | 226 | 15,699,029 | 670 | Male | 170,557.91 | 2 | 1 | 0 | 37 | Texas | 198,252.88 | Bagley | 0 | 4 |
226 | 227 | 15,774,393 | 694 | Female | 0 | 2 | 1 | 1 | 30 | Texas | null | Ch'ien | 0 | 9 |
227 | 228 | 15,676,895 | 547 | Female | 74,596.15 | 3 | 1 | 1 | 39 | Alabama | 85,746.52 | Cattaneo | 1 | 6 |
228 | 229 | 15,637,753 | 751 | Male | 96,888.39 | 1 | 1 | 0 | 50 | Alabama | 77,206.25 | O'Sullivan | 1 | 2 |
229 | 230 | 15,605,461 | 594 | Female | 130,830.22 | 1 | 1 | 0 | 29 | Alabama | null | Lucas | 0 | 3 |
230 | 231 | 15,808,473 | 673 | Male | 0 | 2 | 0 | 1 | 72 | Texas | 111,981.19 | Ringrose | 0 | 1 |
231 | 232 | 15,627,000 | 610 | Male | 0 | 2 | 1 | 0 | 40 | Texas | 62,232.6 | Freeman | 0 | 0 |
232 | 233 | 15,787,174 | 512 | Female | 0 | 2 | 0 | 1 | 37 | Texas | 156,105.03 | Sergeyev | 0 | 1 |
233 | 234 | 15,723,886 | 767 | Male | 119,714.25 | 2 | 0 | 1 | 20 | Alabama | 150,135.38 | Fiore | 0 | 3 |
234 | 235 | 15,704,769 | 585 | Female | 113,978.97 | 2 | 0 | 1 | 67 | Texas | 93,146.11 | Smith | 0 | 5 |
235 | 236 | 15,772,896 | 763 | Male | 100,160.75 | 1 | 1 | 0 | 42 | Alabama | 33,462.94 | Dumetochukwu | 1 | 6 |
236 | 237 | 15,711,540 | 712 | Female | 0 | 1 | 1 | 1 | null | Texas | 144,375 | Pacheco | 0 | 2 |
237 | 238 | 15,764,866 | 539 | Female | 116,220.5 | 3 | 1 | 0 | 43 | Alabama | 55,803.96 | Synnot | 1 | 3 |
238 | 239 | 15,794,056 | 668 | Female | 0 | 3 | 1 | 0 | 46 | Texas | 89,048.46 | Johnston | 1 | 2 |
239 | 240 | 15,795,149 | 703 | Male | 81,173.83 | 2 | 0 | 1 | 28 | Texas | 162,812.16 | Stevens | 0 | 2 |
240 | 241 | 15,812,009 | 662 | Male | 0 | 2 | 1 | 0 | 38 | California | 136,259.65 | Grant | 0 | 4 |
241 | 242 | 15,651,001 | 725 | Female | 116,803.8 | 1 | 1 | 0 | 39 | Alabama | 124,052.97 | Tsao | 0 | 5 |
242 | 243 | 15,813,844 | 703 | Male | 105,961.68 | 2 | 0 | 1 | 37 | Texas | 74,158.8 | Barnes | 0 | 8 |
243 | 244 | 15,596,175 | 659 | Male | 117,411.6 | 1 | 1 | 1 | 67 | Alabama | null | McIntosh | 1 | 6 |
244 | 245 | 15,576,269 | 523 | Male | 0 | 2 | 1 | 0 | 34 | California | 62,030.06 | Madison | 0 | 7 |
245 | 246 | 15,797,219 | 635 | Female | 123,497.58 | 1 | 1 | 0 | 40 | Texas | 131,953.23 | Ifesinachi | 1 | 100 |
246 | 247 | 15,685,500 | 772 | Male | 152,400.51 | 2 | 1 | 0 | 26 | Alabama | 79,414 | Glazkov | 0 | 7 |
247 | 248 | 15,599,792 | 545 | Female | 0 | 2 | 1 | 1 | 26 | Texas | 199,638.56 | Dimauro | 0 | 1 |
248 | 249 | 15,657,566 | 634 | Male | 103,097.85 | 1 | 1 | 1 | 24 | Alabama | 157,577.29 | Wieck | 0 | 8 |
249 | 250 | 15,772,423 | 739 | Male | 126,418.14 | 1 | 1 | 0 | 54 | Alabama | 134,420.75 | Liao | 1 | 8 |
250 | 251 | 15,628,112 | 771 | Female | 77,846.9 | 1 | 0 | 0 | 36 | Alabama | 99,805.99 | Hughes | 0 | 5 |
251 | 252 | 15,753,754 | 587 | Female | 0 | 2 | 1 | 1 | 34 | California | 97,932.68 | Morrison | 0 | 1 |
252 | 253 | 15,793,726 | 681 | Female | 0 | 2 | 0 | 1 | 79 | Texas | 170,968.99 | Matveyeva | 0 | 0 |
253 | 254 | 15,694,717 | 544 | Male | 79,731.91 | 1 | 1 | 1 | 37 | Alabama | 57,558.95 | Ku | 0 | 2 |
254 | 255 | 15,665,834 | 696 | Male | 0 | 1 | 0 | 0 | 28 | California | 176,713.47 | Cheatham | 0 | 8 |
255 | 256 | 15,765,297 | 766 | Male | 0 | 2 | 0 | 1 | 41 | California | 34,283.23 | Yao | 0 | 0 |
256 | 257 | 15,636,684 | 727 | Male | 0 | 2 | 1 | 1 | 34 | Texas | 198,637.34 | Kirkland | 0 | 10 |
257 | 258 | 15,592,979 | 671 | Female | 37,266.67 | 2 | 0 | 0 | 34 | Alabama | 156,917.12 | Rose | 0 | 6 |
258 | 259 | 15,750,803 | 693 | Female | 127,992.25 | 1 | 1 | 1 | 30 | Texas | 50,457.2 | Jess | 0 | 6 |
259 | 260 | 15,607,178 | 850 | Male | 54,901.01 | 1 | 1 | 1 | 38 | Alabama | 140,075.55 | Welch | 0 | 3 |
260 | 261 | 15,713,853 | 732 | Male | 108,748.08 | 2 | 1 | 1 | 42 | Alabama | 65,323.11 | Ifeajuna | 0 | 9 |
261 | 262 | 15,673,481 | 726 | Female | 99,906.19 | 1 | 1 | 0 | 48 | California | 64,323.24 | Morton | 0 | 6 |
262 | 263 | 15,686,776 | 557 | Female | 184,686.41 | 2 | 1 | 0 | 32 | Texas | 14,956.44 | Rossi | 0 | 6 |
263 | 264 | 15,673,693 | 682 | Female | 110,654.02 | 1 | 0 | 1 | 26 | Texas | 111,879.21 | Reppert | 0 | 0 |
264 | 265 | 15,700,696 | 738 | Male | 79,019.8 | 1 | 1 | 1 | 31 | California | 18,606.23 | Kang | 0 | 9 |
265 | 266 | 15,813,163 | 531 | Female | 99,240.51 | 1 | 1 | 0 | null | California | 123,137.01 | Ch'iu | 0 | 9 |
266 | 267 | 15,653,857 | 498 | Male | 0 | 2 | 1 | 1 | 34 | Texas | 148,528.24 | Wallis | 0 | 2 |
267 | 268 | 15,777,076 | 651 | Male | 0 | 2 | 1 | 0 | 36 | Texas | 13,898.31 | Clark | 0 | 7 |
268 | 269 | 15,717,398 | 549 | Female | 0 | 1 | 0 | 0 | 39 | California | 81,259.25 | Fielding | 0 | 7 |
269 | 270 | 15,799,217 | 791 | Female | 52,436.2 | 1 | 1 | 0 | 35 | Alabama | 161,051.75 | Zetticci | 0 | 7 |
270 | 271 | 15,787,071 | 650 | Male | 0 | 2 | 0 | 1 | 41 | California | 191,599.67 | Dulhunty | 0 | 9 |
271 | 272 | 15,619,955 | 733 | Male | 100,337.96 | 3 | 1 | 0 | 34 | Alabama | 48,559.19 | Bevington | 1 | 3 |
272 | 273 | 15,796,505 | 811 | Female | 149,297.19 | 2 | 1 | 1 | 34 | Alabama | null | Boyle | 0 | 1 |
273 | 274 | 15,725,166 | 707 | Male | 0 | 2 | 1 | 0 | 30 | Texas | 33,159.37 | Newton | 0 | 8 |
274 | 275 | 15,800,116 | 712 | Male | 145,605.44 | 1 | 0 | 1 | 28 | Alabama | 93,883.53 | Bowman | 0 | 4 |
275 | 276 | 15,758,685 | 706 | Female | 0 | 2 | 1 | 1 | 37 | California | 110,899.3 | Dubinina | 0 | 7 |
276 | 277 | 15,694,456 | 756 | Male | 0 | 1 | 1 | 1 | 62 | Texas | 11,199.04 | Toscani | 1 | 3 |
277 | 278 | 15,767,339 | 777 | Female | 0 | 2 | 1 | 0 | 53 | Texas | 189,992.97 | Chiazagomekpere | 0 | 100 |
278 | 279 | 15,683,562 | 646 | Male | 84,026.86 | 1 | 0 | 1 | 35 | Texas | 164,255.69 | Allen | 0 | 6 |
279 | 280 | 15,782,210 | 714 | Male | 0 | 1 | 1 | 0 | 46 | Texas | 152,167.79 | K'ung | 1 | 1 |
280 | 281 | 15,668,893 | 782 | Male | 0 | 2 | 1 | 1 | 39 | Texas | 33,949.67 | Wilsmore | 0 | 8 |
281 | 282 | 15,669,169 | 775 | Male | 0 | 2 | 1 | 1 | 29 | California | 68,143.93 | Hargreaves | 0 | 10 |
282 | 283 | 15,643,024 | 479 | Male | 138,718.92 | 1 | 1 | 1 | 35 | Alabama | 47,251.79 | Huang | 1 | 4 |
283 | 284 | 15,699,389 | 807 | Male | 118,274.71 | 1 | 1 | 1 | null | Texas | 25,885.72 | Ch'ien | 0 | 7 |
284 | 285 | 15,708,608 | 799 | Female | 174,185.98 | 2 | 0 | 1 | 22 | Texas | 192,633.85 | Wallwork | 0 | 8 |
285 | 286 | 15,626,144 | 675 | Male | 113,208.86 | 2 | 1 | 0 | 40 | Texas | 34,577.36 | Chu | 0 | 7 |
286 | 287 | 15,573,112 | 602 | Male | 103,907.28 | 1 | 1 | 0 | 29 | California | 161,229.84 | Kang | 0 | 5 |
287 | 288 | 15,790,678 | 475 | Female | 119,023.28 | 1 | 1 | 0 | 32 | Texas | 100,816.29 | Davidson | 0 | 8 |
288 | 289 | 15,727,556 | 744 | Female | 166,297.89 | 1 | 1 | 1 | 26 | California | 181,694.44 | O'Donnell | 0 | 5 |
289 | 290 | 15,697,307 | 588 | Male | 0 | 2 | 1 | 0 | 34 | California | 79,078.91 | Nnachetam | 0 | 10 |
290 | 291 | 15,652,266 | 703 | Male | 63,227 | 1 | 0 | 1 | 42 | Alabama | 137,316.32 | Chidiebele | 0 | 9 |
291 | 292 | 15,607,098 | 747 | Female | 94,521.17 | 2 | 1 | 0 | 41 | California | 194,926.86 | Ahmed | 0 | 5 |
292 | 293 | 15,655,774 | 583 | Male | 0 | 2 | 1 | 0 | 27 | Texas | 51,285.49 | Booth | 0 | 7 |
293 | 294 | 15,590,241 | 750 | Female | 112,822.26 | 1 | 0 | 0 | 34 | California | 150,401.53 | Chuang | 0 | 9 |
294 | 295 | 15,785,819 | 681 | Male | 0 | 2 | 1 | 1 | 38 | Texas | 112,491.96 | Shao | 0 | 3 |
295 | 296 | 15,723,654 | 773 | Male | 135,903.33 | 1 | 1 | 0 | null | Texas | 73,656.38 | Tsao | 0 | 2 |
296 | 297 | 15,774,510 | 714 | Female | 125,169.26 | 1 | 1 | 1 | 31 | Texas | 106,636.89 | Tien | 0 | 4 |
297 | 298 | 15,684,173 | 687 | Female | 0 | 3 | 1 | 0 | 44 | California | 155,853.52 | Chang | 0 | 7 |
298 | 299 | 15,650,068 | 511 | Male | 149,117.31 | 1 | 1 | 1 | 58 | Texas | 162,599.51 | Johnson | 0 | 0 |
299 | 300 | 15,811,490 | 627 | Male | 0 | 2 | 1 | 1 | 33 | Texas | 103,737.82 | French | 0 | 5 |