Call Failure
int64 0
36
| Complains
int64 0
1
| Subscription Length
int64 3
47
| Charge Amount
int64 0
10
| Seconds of Use
int64 0
17.1k
| Frequency of use
int64 0
255
| Frequency of SMS
int64 0
522
| Distinct Called Numbers
int64 0
97
| Age Group
int64 1
5
| Tariff Plan
int64 1
2
| Status
int64 1
2
| Age
int64 15
55
| Customer Value
float64 0
2.17k
| Churn
int64 0
1
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8 | 0 | 38 | 0 | 4,370 | 71 | 5 | 17 | 3 | 1 | 1 | 30 | 197.64 | 0 |
0 | 0 | 39 | 0 | 318 | 5 | 7 | 4 | 2 | 1 | 2 | 25 | 46.035 | 0 |
10 | 0 | 37 | 0 | 2,453 | 60 | 359 | 24 | 3 | 1 | 1 | 30 | 1,536.52 | 0 |
10 | 0 | 38 | 0 | 4,198 | 66 | 1 | 35 | 1 | 1 | 1 | 15 | 240.02 | 0 |
3 | 0 | 38 | 0 | 2,393 | 58 | 2 | 33 | 1 | 1 | 1 | 15 | 145.805 | 0 |
11 | 0 | 38 | 1 | 3,775 | 82 | 32 | 28 | 3 | 1 | 1 | 30 | 282.28 | 0 |
4 | 0 | 38 | 0 | 2,360 | 39 | 285 | 18 | 3 | 1 | 1 | 30 | 1,235.96 | 0 |
13 | 0 | 37 | 2 | 9,115 | 121 | 144 | 43 | 3 | 1 | 1 | 30 | 945.44 | 0 |
7 | 0 | 38 | 0 | 13,773 | 169 | 0 | 44 | 3 | 1 | 1 | 30 | 557.68 | 0 |
7 | 0 | 38 | 1 | 4,515 | 83 | 2 | 25 | 3 | 1 | 1 | 30 | 191.92 | 0 |
6 | 0 | 38 | 0 | 5,918 | 95 | 7 | 12 | 3 | 1 | 1 | 30 | 268.52 | 0 |
9 | 0 | 38 | 0 | 2,238 | 54 | 8 | 17 | 3 | 1 | 2 | 30 | 123.68 | 0 |
25 | 0 | 38 | 3 | 15,140 | 225 | 54 | 32 | 3 | 1 | 1 | 30 | 830.6 | 0 |
4 | 0 | 38 | 1 | 3,095 | 27 | 483 | 8 | 3 | 1 | 1 | 30 | 2,056.88 | 0 |
9 | 0 | 37 | 0 | 15,485 | 182 | 150 | 30 | 2 | 1 | 1 | 25 | 1,380.015 | 0 |
3 | 0 | 37 | 1 | 6,500 | 86 | 186 | 26 | 3 | 1 | 1 | 30 | 1,007.44 | 0 |
0 | 0 | 37 | 0 | 875 | 14 | 0 | 11 | 2 | 1 | 2 | 25 | 40.005 | 1 |
2 | 0 | 38 | 0 | 710 | 14 | 13 | 8 | 3 | 1 | 2 | 30 | 80.96 | 0 |
0 | 0 | 37 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 2 | 25 | 0 | 1 |
3 | 0 | 37 | 0 | 7,508 | 127 | 384 | 43 | 2 | 1 | 1 | 25 | 2,071.575 | 0 |
7 | 0 | 37 | 1 | 11,465 | 154 | 11 | 47 | 4 | 1 | 1 | 45 | 317.975 | 0 |
8 | 0 | 37 | 1 | 6,718 | 75 | 108 | 37 | 2 | 1 | 1 | 25 | 791.685 | 0 |
23 | 1 | 33 | 0 | 955 | 47 | 16 | 17 | 2 | 1 | 2 | 25 | 117.09 | 1 |
21 | 1 | 36 | 8 | 10,435 | 93 | 1 | 42 | 5 | 2 | 1 | 55 | 159.42 | 0 |
13 | 1 | 36 | 1 | 5,818 | 98 | 26 | 24 | 2 | 1 | 1 | 25 | 383.22 | 1 |
1 | 0 | 34 | 0 | 2,840 | 22 | 0 | 14 | 3 | 1 | 1 | 30 | 114.48 | 0 |
9 | 0 | 35 | 0 | 2,990 | 41 | 9 | 16 | 3 | 1 | 2 | 30 | 157.24 | 1 |
9 | 1 | 36 | 0 | 2,268 | 44 | 34 | 31 | 3 | 1 | 2 | 30 | 228.48 | 1 |
0 | 0 | 36 | 0 | 133 | 2 | 0 | 2 | 3 | 1 | 2 | 30 | 5.4 | 1 |
1 | 0 | 36 | 0 | 1,668 | 25 | 0 | 6 | 3 | 1 | 1 | 30 | 67.72 | 0 |
3 | 0 | 33 | 1 | 6,785 | 97 | 14 | 22 | 5 | 1 | 1 | 55 | 124.23 | 0 |
0 | 1 | 36 | 0 | 628 | 7 | 9 | 4 | 4 | 1 | 2 | 45 | 38.375 | 1 |
0 | 0 | 36 | 1 | 338 | 4 | 4 | 2 | 5 | 1 | 1 | 55 | 11.13 | 0 |
25 | 0 | 31 | 3 | 16,075 | 238 | 0 | 80 | 2 | 2 | 1 | 25 | 734.085 | 0 |
6 | 0 | 34 | 3 | 6,965 | 116 | 271 | 33 | 2 | 2 | 1 | 25 | 1,538.145 | 0 |
2 | 0 | 36 | 0 | 3,718 | 82 | 2 | 28 | 2 | 1 | 1 | 25 | 180 | 0 |
3 | 0 | 35 | 0 | 1,665 | 44 | 38 | 20 | 3 | 1 | 2 | 30 | 220.36 | 0 |
6 | 0 | 36 | 0 | 2,780 | 53 | 175 | 23 | 2 | 1 | 1 | 25 | 914.985 | 0 |
4 | 0 | 27 | 1 | 1,315 | 36 | 193 | 11 | 2 | 2 | 1 | 25 | 929.295 | 0 |
4 | 0 | 26 | 0 | 1,568 | 39 | 30 | 68 | 4 | 1 | 1 | 45 | 115.175 | 0 |
11 | 0 | 27 | 0 | 700 | 25 | 10 | 7 | 2 | 1 | 2 | 25 | 77.625 | 0 |
0 | 0 | 26 | 0 | 825 | 10 | 21 | 3 | 4 | 1 | 2 | 45 | 73.375 | 1 |
10 | 0 | 25 | 0 | 1,225 | 32 | 19 | 13 | 2 | 1 | 1 | 25 | 142.065 | 0 |
2 | 0 | 25 | 0 | 3,225 | 61 | 8 | 23 | 3 | 1 | 1 | 30 | 163.44 | 0 |
2 | 0 | 18 | 0 | 1,695 | 26 | 28 | 14 | 2 | 1 | 1 | 25 | 203.445 | 0 |
16 | 0 | 17 | 1 | 6,393 | 141 | 85 | 42 | 2 | 2 | 1 | 25 | 676.53 | 0 |
12 | 0 | 15 | 0 | 8,933 | 171 | 73 | 40 | 4 | 1 | 1 | 45 | 410.1 | 0 |
8 | 0 | 16 | 3 | 2,853 | 45 | 31 | 19 | 3 | 2 | 1 | 30 | 239.92 | 0 |
2 | 0 | 9 | 1 | 4,390 | 40 | 215 | 10 | 3 | 1 | 1 | 30 | 1,037.2 | 0 |
3 | 0 | 9 | 1 | 1,488 | 19 | 0 | 7 | 3 | 1 | 1 | 30 | 60.28 | 1 |
11 | 0 | 40 | 1 | 4,430 | 74 | 10 | 19 | 3 | 1 | 1 | 30 | 220.16 | 0 |
3 | 0 | 41 | 1 | 378 | 8 | 12 | 6 | 3 | 1 | 1 | 30 | 63.44 | 0 |
13 | 0 | 39 | 1 | 2,513 | 63 | 364 | 26 | 3 | 1 | 1 | 30 | 1,559.04 | 0 |
13 | 0 | 40 | 1 | 4,258 | 69 | 6 | 37 | 1 | 1 | 1 | 15 | 270.985 | 0 |
6 | 0 | 40 | 1 | 2,453 | 61 | 7 | 35 | 2 | 1 | 1 | 25 | 144.63 | 0 |
14 | 0 | 40 | 2 | 3,835 | 85 | 37 | 30 | 3 | 2 | 1 | 30 | 304.8 | 0 |
7 | 0 | 40 | 1 | 2,420 | 42 | 290 | 20 | 3 | 1 | 1 | 30 | 1,258.48 | 0 |
16 | 0 | 39 | 3 | 9,175 | 124 | 149 | 45 | 3 | 1 | 1 | 30 | 967.96 | 0 |
10 | 0 | 40 | 1 | 13,833 | 172 | 5 | 46 | 3 | 1 | 1 | 30 | 580.2 | 0 |
10 | 0 | 40 | 2 | 4,575 | 86 | 7 | 27 | 3 | 1 | 1 | 30 | 214.44 | 0 |
9 | 0 | 40 | 1 | 5,978 | 98 | 12 | 14 | 3 | 1 | 1 | 30 | 291.04 | 0 |
12 | 0 | 40 | 1 | 2,298 | 57 | 13 | 19 | 3 | 1 | 1 | 30 | 146.2 | 0 |
28 | 0 | 40 | 4 | 15,200 | 228 | 59 | 34 | 3 | 1 | 1 | 30 | 853.12 | 0 |
7 | 0 | 40 | 2 | 3,155 | 30 | 488 | 10 | 3 | 1 | 1 | 30 | 2,079.4 | 0 |
12 | 0 | 39 | 1 | 15,545 | 185 | 155 | 32 | 2 | 1 | 1 | 25 | 1,405.35 | 0 |
6 | 0 | 39 | 2 | 6,560 | 89 | 191 | 28 | 3 | 1 | 1 | 30 | 1,029.96 | 0 |
3 | 0 | 39 | 1 | 935 | 17 | 5 | 13 | 2 | 1 | 1 | 25 | 65.34 | 0 |
5 | 0 | 40 | 1 | 770 | 17 | 18 | 10 | 3 | 1 | 1 | 30 | 103.48 | 0 |
3 | 1 | 39 | 1 | 60 | 3 | 5 | 2 | 2 | 1 | 1 | 25 | 25.335 | 1 |
6 | 0 | 39 | 1 | 7,568 | 130 | 389 | 45 | 3 | 1 | 1 | 30 | 1,863.92 | 0 |
10 | 0 | 39 | 2 | 11,525 | 157 | 16 | 49 | 4 | 2 | 1 | 45 | 332.05 | 0 |
11 | 0 | 39 | 2 | 6,778 | 78 | 113 | 39 | 2 | 1 | 1 | 25 | 817.02 | 0 |
26 | 1 | 35 | 1 | 1,015 | 50 | 21 | 19 | 3 | 1 | 1 | 30 | 126.6 | 1 |
24 | 1 | 38 | 9 | 10,495 | 96 | 6 | 44 | 5 | 2 | 1 | 55 | 167.865 | 0 |
16 | 0 | 38 | 2 | 5,878 | 101 | 31 | 26 | 2 | 1 | 1 | 25 | 408.555 | 0 |
4 | 0 | 36 | 1 | 2,900 | 25 | 5 | 16 | 3 | 1 | 1 | 30 | 137 | 0 |
12 | 0 | 37 | 1 | 3,050 | 44 | 14 | 18 | 3 | 1 | 1 | 30 | 179.76 | 1 |
12 | 1 | 38 | 1 | 2,328 | 47 | 39 | 33 | 3 | 1 | 1 | 30 | 251 | 1 |
3 | 0 | 38 | 1 | 193 | 5 | 5 | 4 | 3 | 1 | 1 | 30 | 27.92 | 1 |
4 | 0 | 38 | 1 | 1,728 | 28 | 5 | 8 | 4 | 1 | 1 | 45 | 56.4 | 0 |
6 | 0 | 35 | 2 | 6,845 | 100 | 19 | 24 | 5 | 1 | 1 | 55 | 132.675 | 0 |
3 | 0 | 38 | 1 | 688 | 10 | 14 | 6 | 4 | 1 | 1 | 45 | 52.45 | 1 |
3 | 0 | 38 | 2 | 398 | 7 | 9 | 4 | 5 | 1 | 1 | 55 | 19.575 | 0 |
28 | 0 | 33 | 4 | 16,135 | 241 | 5 | 82 | 2 | 1 | 1 | 25 | 759.42 | 0 |
9 | 1 | 36 | 4 | 7,025 | 119 | 276 | 35 | 3 | 2 | 1 | 30 | 1,389.76 | 0 |
5 | 0 | 38 | 1 | 3,778 | 85 | 7 | 30 | 3 | 1 | 1 | 30 | 182.52 | 0 |
6 | 0 | 37 | 1 | 1,725 | 47 | 43 | 22 | 3 | 1 | 1 | 30 | 242.88 | 0 |
9 | 0 | 38 | 1 | 2,840 | 56 | 180 | 25 | 2 | 1 | 1 | 25 | 940.32 | 0 |
7 | 0 | 29 | 2 | 1,375 | 39 | 198 | 13 | 3 | 2 | 1 | 30 | 848.56 | 0 |
7 | 0 | 28 | 1 | 1,628 | 42 | 35 | 70 | 4 | 1 | 1 | 45 | 129.25 | 0 |
14 | 0 | 29 | 1 | 760 | 28 | 15 | 9 | 3 | 1 | 1 | 30 | 91.52 | 0 |
3 | 0 | 28 | 1 | 885 | 13 | 26 | 5 | 4 | 1 | 1 | 45 | 87.45 | 0 |
13 | 0 | 27 | 1 | 1,285 | 35 | 24 | 15 | 2 | 1 | 1 | 25 | 167.4 | 0 |
5 | 0 | 27 | 1 | 3,285 | 64 | 13 | 25 | 3 | 1 | 1 | 30 | 185.96 | 0 |
5 | 0 | 20 | 1 | 1,755 | 29 | 33 | 16 | 2 | 1 | 1 | 25 | 228.78 | 0 |
19 | 0 | 19 | 2 | 6,453 | 144 | 90 | 44 | 2 | 2 | 1 | 25 | 701.865 | 0 |
15 | 0 | 17 | 1 | 8,993 | 174 | 78 | 42 | 5 | 1 | 1 | 55 | 254.505 | 0 |
11 | 0 | 18 | 4 | 2,913 | 48 | 36 | 21 | 3 | 1 | 1 | 30 | 262.44 | 0 |
5 | 0 | 11 | 2 | 4,450 | 43 | 220 | 12 | 3 | 1 | 1 | 30 | 1,059.72 | 0 |
6 | 1 | 11 | 2 | 1,548 | 22 | 5 | 9 | 3 | 1 | 1 | 30 | 82.8 | 1 |