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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
120,560 | 65 | 38 | 27 | 4 | 30 | 901 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 |
75,092 | 20 | 22 | 23 | 6 | 8.796128 | 307 | 3 | 1 | 0 | 0 | 1 | 0 | 0 | 0.434429 | 0.556037 | 1 |
295,010.678351 | 41 | 24.855499 | 4 | 2 | 17 | 889.07 | 15 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
502,325.377282 | 58 | 37 | 18 | 0 | 22 | 887 | 9 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 |
273,126.787318 | 43 | 39.747445 | 6 | 0 | 3 | 714 | 29 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0.988986 | 1 |
156,016.623827 | 38 | 35.888591 | 15 | 2 | 13.673238 | 133.12 | 29 | 1 | 0 | 1 | -0 | 0 | 0 | 0.401163 | 0.582203 | 1 |
306,858 | 37 | 34.516063 | 3 | 3 | 12.653948 | 692.16 | 3 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
15,296 | 35 | 12 | 26 | 6 | 13.358663 | 746 | 8 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1.0009 | 1 |
161,983 | 42 | 24 | 24 | 9 | 18 | 896 | 21 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0.996382 | 1 |
192,204 | 20 | 6 | 25 | 10 | 10.462852 | 167 | 16 | 0 | 1 | 0 | 1 | 0 | 0 | 0.360531 | 0.619295 | 1 |
79,836 | 27 | 28.416704 | 16 | 9 | 11.492858 | 505 | 17 | 0 | 1 | 0 | 1 | 0 | 0 | 0.449114 | 0.541972 | 1 |
62,218 | 27 | 23.754948 | 12 | 9 | 11.058073 | 438 | 3 | 1 | 0 | 1 | 0 | 0 | 0 | 0.465675 | 0.525632 | 1 |
373,256.617614 | 34 | 23.764951 | 10 | 0 | 5.878892 | 560.85 | 3 | 0 | 1 | 0 | 1 | 0 | 1 | -0.004692 | 0 | 1 |
337,157 | 49 | 42 | 25 | 3 | 5 | 743.83 | 25 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0.991098 | 0 |
244,452.822608 | 46 | 28.578783 | 1 | 2 | 17 | 572 | 15 | 0 | 1 | 1 | 0 | 0 | 0 | 0.33879 | 0.653696 | 0 |
215,313.407156 | 41 | 31.49013 | 5 | 1 | 28 | 870.33 | 28 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0.999722 | 1 |
80,303 | 43 | 44 | 24 | 4 | 8 | 405 | 15 | 1 | 0 | 0 | 0 | 1 | 0 | 0.449938 | 0.542514 | 1 |
185,026.014196 | 54 | 42 | 28 | 2 | 27 | 126 | 19 | 1 | 0 | 0 | 0 | 1 | 0 | 0.431707 | 0.559329 | 1 |
322,321 | 33 | 20 | 22 | 3 | 12.170787 | 574.44 | 29 | 0 | 1 | 0 | 0 | 1 | 1 | -0.009642 | 0 | 0 |
216,794 | 54 | 29.478172 | 7 | 9 | 29 | 348.91 | 18 | 0 | 1 | 0 | 0 | 1 | 0 | 0.406518 | 0.583526 | 1 |
299,300.037049 | 30 | 29.628658 | 13 | 0 | 8.702163 | 592.15 | 16 | 0 | 1 | 0 | 1 | 0 | 0 | 0.268912 | 0.722002 | 0 |
80,092 | 20 | 33.578343 | 6 | 4 | 12.281049 | 136 | 29 | 0 | 1 | 1 | -0 | 0 | 0 | 0.448304 | 0.536416 | 1 |
86,868 | 43 | 34.27053 | 11 | 8 | 12 | 885 | 28 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0.997461 | 1 |
243,268.75182 | 19 | 17 | 26 | 1 | 10.664369 | 955.72 | 24 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
245,020.007977 | 26 | 35.468413 | 10 | 1 | 11.080409 | 667.19 | 15 | 0 | 1 | 1 | -0 | 0 | 1 | 0 | 0 | 0 |
232,795.773331 | 35 | 17 | 19 | 2 | 12.253788 | 673.74 | 25 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0.991142 | 0 |
48,713 | 44 | 40 | 17 | 6 | 9 | 586 | 28 | 1 | 0 | 0 | 0 | 1 | 0 | 0.492762 | 0.498005 | 1 |
187,295 | 57 | 31.166929 | 9 | 9 | 12 | 334 | 12 | 0 | 1 | 1 | -0 | 0 | 0 | 0.399107 | 0.587765 | 1 |
288,971.500621 | 29 | 28 | 25 | 1 | 8.938054 | 669.4 | 20 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0.992728 | 0 |
330,536.283604 | 37 | 28.478772 | 8 | 1 | 8.302315 | 998.65 | 12 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
336,161.708177 | 18 | 28.186686 | 8 | 1 | 5.573423 | 758.64 | 7 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0.994172 | 0 |
302,692.820868 | 30 | 14 | 27 | 0 | 8.861428 | 535.46 | 8 | 1 | 0 | 0 | 1 | 0 | 1 | -0.005798 | 0 | 0 |
335,657.742457 | 40 | 30.94621 | 3 | 1 | 1 | 703 | 6 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0.990776 | 0 |
63,303 | 64 | 32.662762 | 16 | 9 | 13 | 495 | 21 | 0 | 1 | 1 | 0 | 0 | 0 | 0.506544 | 0.483936 | 1 |
258,917 | 26 | 42.539039 | 12 | 3 | 12.17222 | 326 | 29 | 0 | 1 | 0 | 0 | 1 | 1 | -0.008408 | 0 | 1 |
51,266 | 20 | 15.573574 | 3 | 3 | 9.529453 | 814 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1.003049 | 1 |
278,490 | 46 | 49 | 27 | 4 | 1 | 508.75 | 13 | 1 | 0 | 1 | -0 | 0 | 1 | -0.006247 | 0 | 0 |
366,369.413219 | 40 | 51 | 18 | 0 | 20 | 804.21 | 2 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1.003164 | 0 |
241,338 | 38 | 39 | 27 | 4 | 8.594682 | 333.29 | 9 | 1 | 0 | 0 | 0 | 1 | 0 | 0.325296 | 0.663551 | 1 |
37,966 | 47 | 34.634677 | 8 | 7 | 22 | 364 | 11 | 0 | 1 | 0 | 0 | 1 | 1 | 0.003092 | 0 | 1 |
253,642.60957 | 64 | 37.219441 | 1 | 1 | 7 | 747.14 | 9 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 |
253,296.98349 | 59 | 43 | 17 | 1 | 12 | 122 | 19 | 0 | 1 | 1 | -0 | 0 | 0 | 0.356714 | 0.62927 | 1 |
256,724.77524 | 36 | 37.707894 | 8 | 0 | 11.610546 | 886.27 | 30 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
137,988 | 57 | 45 | 27 | 7 | 25 | 620 | 26 | 0 | 1 | 1 | 0 | 0 | 0 | 0.46128 | 0.535054 | 1 |
310,547.882263 | 38 | 24.247272 | 5 | 2 | 8.920425 | 633.28 | 2 | 0 | 1 | 0 | 0 | 1 | 0 | 0.281812 | 0.711071 | 0 |
318,940 | 50 | 31.400438 | 6 | 5 | 20 | 974.7 | 20 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0.997776 | 0 |
230,753.724887 | 60 | 32 | 24 | 2 | 4 | 367 | 26 | 0 | 1 | 1 | -0 | 0 | 0 | 0.33893 | 0.645221 | 1 |
65,523 | 56 | 7 | 27 | 10 | 19 | 348 | 27 | 1 | 0 | 0 | 1 | 0 | 0 | 0.523795 | 0.459575 | 1 |
260,065.634022 | 24 | 32.328031 | 3 | 1 | 8.974049 | 500.87 | 19 | 0 | 1 | 0 | 1 | 0 | 1 | -0.005197 | 0 | 0 |
271,900.398268 | 47 | 53 | 29 | 0 | 9 | 671.91 | 26 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 |
85,358 | 24 | 7 | 23 | 3 | 9.498855 | 997 | 5 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | -0.002853 | 1 |
305,199.960259 | 50 | 27.082946 | 8 | 2 | 15 | 793.16 | 10 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0.997317 | 0 |
272,139.546033 | 45 | 36.248247 | 9 | 1 | 8 | 782.87 | 29 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0.992667 | 0 |
88,686 | 21 | 26.256553 | 2 | 7 | 10.524183 | 669 | 11 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | -0.010438 | 1 |
359,603.791751 | 20 | 52 | 27 | 0 | 2.956717 | 212.93 | 2 | 0 | 1 | 0 | 0 | 1 | 1 | -0.004858 | 0 | 1 |
267,265.286676 | 60 | 28.959455 | 15 | 2 | 5 | 722 | 8 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | -0.010937 | 1 |
33,152 | 46 | 49.713679 | 2 | 10 | 29 | 101 | 28 | 1 | 0 | 0 | 0 | 1 | 1 | -0.003897 | 0 | 1 |
266,449.984356 | 23 | 24 | 18 | 1 | 9.342887 | 741.39 | 24 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0.992161 | 0 |
356,601.957488 | 27 | 26.134743 | 16 | 1 | 6.245745 | 973.79 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0.997628 | 0 |
385,342.516044 | 48 | 51 | 26 | 0 | 12 | 752.24 | 12 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 |
30,831 | 57 | 19.155341 | 10 | 7 | 30 | 833 | 9 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | -0.000228 | 1 |
240,461 | 27 | 60 | 21 | 10 | 11.989302 | 378.87 | 28 | 1 | 0 | 1 | -0 | 0 | 1 | -0.008903 | 0 | 1 |
309,846 | 40 | 19 | 29 | 4 | 11 | 860.64 | 20 | 0 | 1 | 1 | -0 | 0 | 1 | 0 | 0 | 0 |
248,923.604658 | 23 | 25 | 24 | 2 | 9.417926 | 701.58 | 25 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0.992182 | 0 |
117,607 | 18 | 24.912776 | 14 | 7 | 7.000688 | 698 | 9 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 |
258,805.768936 | 21 | 30 | 25 | 1 | 9.199798 | 630.66 | 25 | 0 | 1 | 0 | 0 | 1 | 1 | -0.004195 | 0 | 0 |
189,406 | 19 | 28.022049 | 10 | 10 | 7.574386 | 220 | 5 | 1 | 0 | 0 | 1 | 0 | 0 | 0.363562 | 0.620482 | 1 |
236,164 | 32 | 33 | 23 | 3 | 9.558626 | 382.65 | 19 | 0 | 1 | 1 | -0 | 0 | 0 | 0.319848 | 0.667957 | 1 |
326,751.916719 | 23 | 27.3732 | 15 | 1 | 7.654344 | 718.34 | 3 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 |
138,903 | 51 | 19.707085 | 9 | 3 | 27 | 520 | 7 | 1 | 0 | 0 | 1 | 0 | 0 | 0.432811 | 0.563988 | 1 |
204,937.251653 | 20 | 30.514949 | 2 | 1 | 10.075108 | 888 | 20 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | -0.009094 | 1 |
307,371.949727 | 50 | 32.473997 | 14 | 1 | 10 | 807 | 13 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 |
317,976.254846 | 23 | 16 | 24 | 1 | 7.035762 | 922.72 | 7 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0.995335 | 0 |
235,973 | 26 | 33.181236 | 9 | 7 | 10.227079 | 250.92 | 5 | 1 | 0 | 0 | 1 | 0 | 1 | -0.007844 | 0 | 1 |
281,112.338943 | 43 | 26.914469 | 13 | 2 | 20 | 829.18 | 23 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 |
35,098 | 63 | 33.306085 | 16 | 10 | 0 | 537 | 4 | 0 | 1 | 1 | 0 | 0 | 1 | -0.001119 | 0 | 1 |
270,453.430053 | 20 | 31.312403 | 4 | 2 | 8.205971 | 822.02 | 14 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 |
115,415.432433 | 43 | 39.104744 | 15 | 1 | 30 | 394 | 25 | 1 | 0 | 1 | -0 | 0 | 1 | 0.001902 | 0 | 1 |
157,996 | 19 | 50 | 27 | 3 | 8.582803 | 406 | 27 | 0 | 1 | 1 | -0 | 0 | 0 | 0.37448 | 0.615925 | 1 |
234,122.687705 | 64 | 37.773074 | 3 | 0 | 7 | 366 | 27 | 1 | 0 | 1 | -0 | 0 | 0 | 0.351506 | 0.632503 | 1 |
239,818.321447 | 42 | 31.335215 | 10 | 2 | 3 | 137 | 13.159475 | 1 | 0 | 0 | 0 | 1 | 0 | 0.338034 | 0.643868 | 1 |
350,781.770724 | 60 | 35 | 17 | 1 | 4 | 462 | 1 | 0 | 1 | 1 | -0 | 0 | 0 | 0.276101 | 0.713943 | 1 |
Subsets and Splits