Search is not available for this dataset
CustomerID
float64 -379,646.93
771k
| Age
float64 18
65
| Tenure
float64 -60.57
150
| Usage Frequency
float64 1
30
| Support Calls
float64 0
10
| Payment Delay
float64 -37.97
67.5
| Total Spend
float64 100
1k
| Last Interaction
float64 -37.51
72.8
| Gender_Female
float64 0
1
| Gender_Male
float64 0
1
| Subscription Type_Basic
float64 0
1
| Subscription Type_Premium
float64 -0
1
| Subscription Type_Standard
float64 0
1
| Contract Length_Annual
float64 0
1
| Contract Length_Monthly
float64 -0.03
1
| Contract Length_Quarterly
float64 -0.02
1.01
| target
float64 0
1
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
164,130 | 50 | 7.708389 | 2 | 5 | 30 | 572 | 8 | 0 | 1 | 0 | 0 | 1 | 0 | -0.001799 | 1 | 1 |
207,560 | 19 | 22.105727 | 15 | 9 | 3.038698 | 133.53 | 18 | 0 | 1 | 1 | 0 | 0 | 0 | -0.02016 | 1 | 1 |
164,578.080446 | 29 | 42.601737 | 16 | 2 | 16.351408 | 785.68 | 27 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 |
180,582 | 42 | 81.383604 | 4 | 10 | 18 | 803 | 10 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 |
241,165 | 24 | -0.175085 | 11 | 5 | -4.566885 | 265.58 | 15 | 0 | 1 | 1 | 0 | 0 | 0 | 0.971244 | 0 | 1 |
329,879.70588 | 50 | 51 | 22 | 1 | 5 | 583.62 | 12 | 1 | 0 | 0 | 0 | 1 | 1 | -0.003149 | 0 | 0 |
488,116.560408 | 30 | 11.251742 | 1 | 2 | -2.738058 | 509.66 | 5 | 0 | 1 | 0 | 0 | 1 | 0 | -0.019467 | 1 | 0 |
443,849 | 44 | 48 | 25 | 3 | 13 | 753.93 | 22 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 |
208,920.910562 | 47 | 37.618243 | 8 | 2 | 19 | 941.03 | 29 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 |
579,134.372057 | 19 | 45 | 25 | 1 | -12.324649 | 660.48 | 7 | 0 | 1 | 1 | 0 | 0 | 0 | -0.016944 | 1 | 0 |
133,917.710199 | 36 | 4 | 20 | 1 | 21.914612 | 928.48 | 25 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
132,410 | 40 | 18 | 23 | 7 | 9 | 806 | 29 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 |
124,845 | 28 | 42.064313 | 11 | 9 | 22.645658 | 857 | 4 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 |
215,303 | 50 | 51 | 27 | 9 | 16 | 344.28 | 12 | 0 | 1 | 1 | 0 | 0 | 1 | -0.002307 | 0 | 1 |
292,400.60017 | 32 | 34 | 18 | 0 | 10.276842 | 880.39 | 24 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
74,326 | 44 | 11 | 23 | 10 | 12 | 953 | 20 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 |
165,270 | 29 | 47 | 18 | 3 | 4.01077 | 109 | 21 | 1 | 0 | 1 | 0 | 0 | 0 | -0.014634 | 1 | 1 |
109,989 | 48 | -2.384974 | 16 | 7 | 29 | 435 | 12 | 1 | 0 | 1 | 0 | 0 | 0 | 0.986318 | 0 | 1 |
399,789 | 50 | 34 | 27 | 5 | 3 | 885.17 | 8 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 |
99,678 | 39 | 38 | 19 | 3 | -4.026845 | 420 | 20 | 1 | 0 | 0 | 0 | 1 | 0 | 0.98239 | 0 | 1 |
260,421.130346 | 47 | 33.872682 | 10 | 2 | 18 | 885.61 | 16 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 |
477,954.333663 | 31 | 11.513387 | 1 | 2 | -2.140906 | 539.13 | 3 | 1 | 0 | 0 | 1 | 0 | 0 | -0.01949 | 1 | 0 |
184,638 | 62 | 49 | 30 | 3 | 30 | 466 | 21 | 1 | 0 | 0 | 1 | 0 | 1 | 0.003765 | 0 | 1 |
242,600.858084 | 31 | 36.373611 | 5 | 0 | 15.636376 | 668.77 | 10 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
271,877.012406 | 33 | 34.091989 | 16 | 1 | 13.233498 | 926.44 | 11 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 |
97,938 | 28 | 41 | 17 | 6 | 26.304572 | 901 | 23 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 |
282,202.627021 | 37 | 10 | 23 | 1 | 11.840334 | 875.45 | 12 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 |
91,910 | 20 | 56.545782 | 7 | 10 | 25.663588 | 862 | 18 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 |
310,727.557614 | 33 | 28.936996 | 14 | 0 | 8.701497 | 537.1 | 9 | 1 | 0 | 0 | 0 | 1 | 1 | -0.004567 | 0 | 0 |
43,603 | 42 | 47.408193 | 2 | 8 | 26 | 258 | 30 | 1 | 0 | 0 | 1 | 0 | 1 | -0.002803 | 0 | 1 |
265,600 | 44 | 60 | 27 | 4 | 18 | 514.16 | 14 | 0 | 1 | 0 | 0 | 1 | 1 | 0.003053 | 0 | 0 |
510,443.26796 | 43 | 22 | 20 | 2 | 0 | 653.04 | 9 | 0 | 1 | 1 | 0 | 0 | 0 | -0.016155 | 1 | 0 |
300,376.06398 | 37 | 24 | 28 | 0 | 11.535389 | 676.6 | 4 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 |
391,938 | 39 | 45.469629 | 14 | 3 | 13.159633 | 914.17 | 19 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 |
237,211.019884 | 36 | 2 | 27 | 2 | 12.742396 | 432 | 2 | 1 | 0 | 1 | 0 | 0 | 1 | -0.00586 | 0 | 1 |
330,045 | 39 | 34.27018 | 5 | 3 | 9.649497 | 581.57 | 19 | 0 | 1 | 0 | 0 | 1 | 1 | -0.006344 | 0 | 0 |
45,790 | 64 | 30.552352 | 16 | 8 | 15 | 910 | 5 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 1 |
2,685 | 37 | 35 | 30 | 6 | -0.504103 | 168 | 13 | 1 | 0 | 0 | 0 | 1 | 0 | 0.983083 | 0 | 1 |
170,139 | 45 | 40.632073 | 9 | 6 | 4 | 995 | 28 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 |
336,391.450172 | 29 | 29 | 22 | 1 | 7.31227 | 806 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 |
280,097.284705 | 48 | 57 | 21 | 1 | 22 | 566.76 | 15 | 0 | 1 | 0 | 0 | 1 | 1 | 0.005046 | 0 | 1 |
20,300 | 34 | 21.525436 | 1 | 10 | 10.656644 | 486 | 26 | 0 | 1 | 0 | 1 | 0 | 0 | -0.010278 | 1 | 1 |
138,156 | 38 | 12.816061 | 5 | 10 | 5.737749 | 310 | 3 | 0 | 1 | 1 | 0 | 0 | 0 | -0.013063 | 1 | 1 |
312,645.667117 | 45 | 30.143706 | 9 | 1 | 10 | 769.76 | 10 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
362,681.397303 | 33 | 23.35132 | 14 | 1 | 3.807112 | 135 | 23 | 0 | 1 | 0 | 1 | 0 | 0 | -0.021449 | 1 | 1 |
1,756 | 45 | 49 | 21 | 5 | 22 | 249 | 24 | 1 | 0 | 1 | 0 | 0 | 0 | 0.990278 | 0 | 1 |
87,558 | 55 | 3.558659 | 16 | 8 | 8 | 529 | 25 | 0 | 1 | 0 | 0 | 1 | 0 | 0.98042 | 0 | 1 |
153,916 | 34 | 4 | 25 | 7 | 4.185958 | 653 | 17 | 1 | 0 | 1 | 0 | 0 | 0 | -0.013406 | 1 | 1 |
293,473.20325 | 24 | 27 | 21 | 0 | 9.781111 | 701.2 | 5 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
316,294.413717 | 18 | 29.989783 | 11 | 1 | 9.76209 | 904.92 | 4 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
53,550 | 45 | 30 | 29 | 9 | 2 | 823 | 29 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 |
204,725.305166 | 20 | 38.175139 | 3 | 2 | 10.243698 | 860.21 | 29 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
299,332.268446 | 29 | 3 | 29 | 0 | 10.817547 | 885 | 3 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 |
70,951 | 19 | 59 | 17 | 7 | -0.549533 | 600 | 17 | 1 | 0 | 1 | 0 | 0 | 0 | -0.005011 | 1 | 1 |
108,704 | 20 | 13 | 30 | 7 | 15.428896 | 200 | 3 | 1 | 0 | 0 | 0 | 1 | 1 | -0.005028 | 0 | 1 |
352,311 | 40 | 33.861847 | 10 | 4 | 18 | 601.04 | 19 | 0 | 1 | 0 | 0 | 1 | 1 | -0.00431 | 0 | 0 |
470,398.193807 | 62 | 0.159495 | 5 | 2 | 7 | 192 | 15 | 0 | 1 | 0 | 0 | 1 | 0 | 0.968826 | 0 | 1 |
150,023 | 64 | 20 | 18 | 9 | 25 | 309 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0.987415 | 0 | 1 |
258,692 | 64 | 41 | 25 | 8 | 7 | 284.3 | 18 | 1 | 0 | 1 | 0 | 0 | 0 | -0.015973 | 1 | 1 |
499,561.127274 | 20 | 10 | 20 | 2 | -7.543015 | 661.2 | 2 | 1 | 0 | 0 | 0 | 1 | 0 | -0.019079 | 1 | 0 |
332,939 | 44 | 83.227839 | 2 | 4 | 2 | 874.13 | 17 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 |
217,643.904529 | 49 | 39.058159 | 16 | 2 | 17 | 841.21 | 21 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 |
213,377.006201 | 41 | 16 | 27 | 1 | 2 | 216 | 18 | 1 | 0 | 0 | 1 | 0 | 1 | -0.013184 | 0 | 1 |
441,743.218727 | 54 | 45 | 25 | 1 | 8 | 775 | 4 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 |
242,228 | 29 | 14.044077 | 8 | 10 | 1.27611 | 327.32 | 4 | 1 | 0 | 1 | 0 | 0 | 0 | -0.018575 | 1 | 1 |
246,600.077545 | 20 | 34.964443 | 5 | 2 | 8.508939 | 933.65 | 25 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
252,514.54771 | 44 | 23.638571 | 12 | 2 | 28 | 568 | 2 | 0 | 1 | 1 | 0 | 0 | 1 | 0.004832 | 0 | 1 |
325,682.774351 | 43 | 2 | 20 | 0 | 17 | 773.25 | 4 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 |
122,241.463735 | 30 | 43.006448 | 8 | 1 | 16.499284 | 146 | 27 | 1 | 0 | 1 | 0 | 0 | 1 | -0.006468 | 0 | 1 |
157,310 | 54 | 17.079785 | 9 | 4 | 12 | 420 | 20 | 0 | 1 | 0 | 1 | 0 | 0 | -0.010713 | 1 | 1 |
357,303 | 38 | 43 | 27 | 3 | -3.839853 | 550.69 | 24 | 0 | 1 | 0 | 0 | 1 | 0 | -0.015138 | 1 | 0 |
432,810 | 50 | 44 | 18 | 4 | 8 | 725.61 | 7 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 |
565,688.156557 | 31 | 1.309256 | 13 | 1 | -11.031478 | 503 | 18 | 0 | 1 | 1 | 0 | 0 | 0 | 0.96489 | 0 | 1 |
391,939.046277 | 48 | 19.362738 | 15 | 0 | 20 | 867.35 | 14 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
43,386 | 24 | 7 | 26 | 8 | 21.90314 | 346 | 24 | 1 | 0 | 0 | 1 | 0 | 1 | -0.006349 | 0 | 1 |
322,290.304823 | 43 | 29.164498 | 15 | 2 | 2 | 516.84 | 8 | 0 | 1 | 0 | 0 | 1 | 1 | -0.006428 | 0 | 0 |
229,401.562827 | 20 | 33.714747 | 11 | 2 | 13.215317 | 736.66 | 3 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 |
298,078.019692 | 23 | 60 | 19 | 2 | 9.418675 | 715.8 | 10 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 |
90,658 | 42 | 2.964108 | 15 | 6 | 23 | 531 | 27 | 0 | 1 | 1 | 0 | 0 | 0 | 0.985034 | 0 | 1 |
27,007 | 28 | 18.686105 | 11 | 6 | 9.896808 | 244 | 16 | 1 | 0 | 0 | 0 | 1 | 0 | -0.011202 | 1 | 1 |
17,500 | 36 | 28 | 26 | 10 | 22.087541 | 534 | 25 | 1 | 0 | 1 | 0 | 0 | 1 | -0.001156 | 0 | 1 |
210,070 | 61 | 0.702107 | 11 | 9 | 8 | 517.77 | 19 | 0 | 1 | 0 | 1 | 0 | 0 | 0.977315 | 0 | 1 |
243,311 | 27 | 57 | 18 | 6 | -15.433913 | 647.07 | 18 | 0 | 1 | 0 | 0 | 1 | 0 | 0.981784 | 0 | 1 |
146,185 | 32 | 17 | 23 | 4 | -7.323673 | 216 | 3 | 0 | 1 | 0 | 0 | 1 | 0 | 0.979669 | 0 | 1 |
43,159 | 50 | 19.24107 | 9 | 7 | 5 | 627 | 25 | 0 | 1 | 0 | 0 | 1 | 0 | -0.00908 | 1 | 1 |
213,421 | 39 | 1 | 19 | 8 | 19.733163 | 463.52 | 27 | 1 | 0 | 0 | 0 | 1 | 1 | -0.012224 | 0 | 1 |
119,980 | 61 | 36.591206 | 15 | 7 | 6 | 600 | 13 | 1 | 0 | 1 | 0 | 0 | 1 | -0.002788 | 0 | 1 |
374,113 | 48 | 15 | 21 | 3 | 2 | 519.56 | 3 | 0 | 1 | 0 | 1 | 0 | 0 | -0.013134 | 1 | 0 |
137,935.935431 | 21 | 42.854653 | 3 | 2 | 16.684845 | 680.63 | 23 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 |
56,818 | 37 | 44.655823 | 8 | 8 | 20.277002 | 289 | 27 | 0 | 1 | 0 | 0 | 1 | 1 | -0.002338 | 0 | 1 |
251,444 | 43 | -0.035252 | 9 | 8 | 22 | 127.08 | 10 | 0 | 1 | 1 | 0 | 0 | 0 | 0.977253 | 0 | 1 |
203,676.384476 | 28 | 52 | 24 | 0 | 16.6795 | 716 | 3 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 |
34,284 | 59 | 45.631211 | 5 | 3 | 17 | 265 | 26 | 1 | 0 | 1 | 0 | 0 | 1 | -0.002591 | 0 | 1 |
43,687 | 49 | 55 | 25 | 3 | 18 | 197 | 7 | 1 | 0 | 1 | 0 | 0 | 0 | -0.000121 | 1 | 1 |
237,172.615967 | 37 | 37.530451 | 10 | 1 | 15.325634 | 843.01 | 19 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
241,007 | 59 | 68.125357 | 14 | 8 | 2 | 850.93 | 24 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 |
117,483 | 37 | -4.524196 | 9 | 5 | 0.15462 | 447 | 13 | 0 | 1 | 0 | 1 | 0 | 0 | 0.979045 | 0 | 1 |
54,824 | 39 | 34 | 29 | 10 | 17.353471 | 565 | 10 | 1 | 0 | 0 | 0 | 1 | 1 | 0.002363 | 0 | 1 |
11,050 | 57 | 1 | 22 | 10 | 19 | 867 | 21 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 |
300,887.531794 | 30 | 27.598871 | 5 | 2 | 8.988078 | 738.46 | 5 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
Subsets and Splits