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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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5 | 0 | 36 | 0 | 4,310 | 68 | 0 | 15 | 2 | 1 | 1 | 25 | 197.01 | 0 |
0 | 0 | 37 | 0 | 258 | 2 | 2 | 2 | 2 | 1 | 2 | 25 | 20.7 | 0 |
7 | 0 | 35 | 0 | 2,393 | 57 | 354 | 22 | 2 | 1 | 1 | 25 | 1,703.25 | 0 |
7 | 0 | 36 | 0 | 4,138 | 63 | 0 | 33 | 1 | 1 | 1 | 15 | 231.055 | 0 |
0 | 0 | 36 | 0 | 2,333 | 55 | 0 | 31 | 1 | 1 | 1 | 15 | 131.34 | 0 |
8 | 0 | 36 | 0 | 3,715 | 79 | 27 | 26 | 3 | 1 | 1 | 30 | 259.76 | 0 |
1 | 0 | 36 | 0 | 2,300 | 36 | 280 | 16 | 3 | 1 | 1 | 30 | 1,213.44 | 0 |
10 | 0 | 35 | 1 | 9,055 | 118 | 139 | 41 | 3 | 1 | 1 | 30 | 922.92 | 0 |
4 | 0 | 36 | 0 | 13,713 | 166 | 0 | 42 | 3 | 1 | 1 | 30 | 555.16 | 0 |
4 | 0 | 36 | 0 | 4,455 | 80 | 0 | 23 | 3 | 1 | 1 | 30 | 181.4 | 0 |
3 | 0 | 36 | 0 | 5,858 | 92 | 2 | 10 | 2 | 1 | 1 | 25 | 276.75 | 0 |
6 | 1 | 36 | 0 | 2,178 | 51 | 3 | 15 | 3 | 1 | 2 | 30 | 101.16 | 0 |
22 | 0 | 36 | 2 | 15,080 | 222 | 49 | 30 | 3 | 1 | 1 | 30 | 808.08 | 0 |
1 | 0 | 36 | 0 | 3,035 | 24 | 478 | 6 | 3 | 1 | 1 | 30 | 2,034.36 | 0 |
6 | 0 | 35 | 0 | 15,425 | 179 | 145 | 28 | 2 | 1 | 1 | 25 | 1,354.68 | 0 |
0 | 0 | 35 | 0 | 6,440 | 83 | 181 | 24 | 3 | 1 | 1 | 30 | 984.92 | 0 |
0 | 0 | 35 | 0 | 815 | 11 | 0 | 9 | 2 | 1 | 2 | 25 | 37.17 | 0 |
0 | 0 | 36 | 0 | 650 | 11 | 8 | 6 | 2 | 1 | 2 | 25 | 65.745 | 0 |
0 | 0 | 35 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 2 | 25 | 0 | 1 |
0 | 0 | 35 | 0 | 7,448 | 124 | 379 | 41 | 2 | 1 | 1 | 25 | 2,046.24 | 0 |
4 | 0 | 35 | 0 | 11,405 | 151 | 6 | 45 | 3 | 1 | 1 | 30 | 486.24 | 0 |
5 | 0 | 35 | 0 | 6,658 | 72 | 103 | 35 | 2 | 1 | 1 | 25 | 766.35 | 0 |
20 | 0 | 31 | 0 | 895 | 44 | 11 | 15 | 2 | 1 | 2 | 25 | 91.755 | 1 |
18 | 0 | 34 | 7 | 10,375 | 90 | 0 | 40 | 4 | 1 | 1 | 45 | 261.625 | 0 |
10 | 0 | 34 | 0 | 5,758 | 95 | 21 | 22 | 2 | 1 | 1 | 25 | 357.885 | 1 |
0 | 0 | 32 | 0 | 2,780 | 19 | 0 | 12 | 3 | 1 | 1 | 30 | 111.96 | 0 |
6 | 0 | 33 | 0 | 2,930 | 38 | 4 | 14 | 2 | 1 | 2 | 25 | 151.56 | 1 |
6 | 1 | 34 | 0 | 2,208 | 41 | 29 | 29 | 3 | 1 | 2 | 30 | 205.96 | 1 |
0 | 1 | 34 | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 2 | 30 | 0 | 1 |
0 | 0 | 34 | 0 | 1,608 | 22 | 0 | 4 | 3 | 1 | 1 | 30 | 65.2 | 0 |
0 | 0 | 31 | 0 | 6,725 | 94 | 9 | 20 | 4 | 1 | 1 | 45 | 192.975 | 0 |
0 | 0 | 34 | 0 | 568 | 4 | 4 | 2 | 4 | 1 | 2 | 45 | 24.3 | 1 |
0 | 0 | 34 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 1 | 55 | 0 | 0 |
22 | 0 | 29 | 2 | 16,015 | 235 | 0 | 78 | 2 | 1 | 1 | 25 | 731.25 | 0 |
3 | 0 | 32 | 2 | 6,905 | 113 | 266 | 31 | 2 | 2 | 1 | 25 | 1,512.81 | 0 |
0 | 0 | 34 | 0 | 3,658 | 79 | 0 | 26 | 2 | 1 | 1 | 25 | 168.165 | 0 |
0 | 0 | 33 | 0 | 1,605 | 41 | 33 | 18 | 3 | 1 | 2 | 30 | 197.84 | 0 |
3 | 0 | 34 | 0 | 2,720 | 50 | 170 | 21 | 2 | 1 | 1 | 25 | 889.65 | 0 |
1 | 0 | 25 | 0 | 1,255 | 33 | 188 | 9 | 2 | 2 | 1 | 25 | 903.96 | 0 |
1 | 0 | 24 | 0 | 1,508 | 36 | 25 | 66 | 4 | 1 | 1 | 45 | 101.1 | 0 |
8 | 0 | 25 | 0 | 640 | 22 | 5 | 5 | 2 | 1 | 2 | 25 | 52.29 | 0 |
0 | 1 | 24 | 0 | 765 | 7 | 16 | 1 | 4 | 1 | 2 | 45 | 59.3 | 1 |
7 | 0 | 23 | 0 | 1,165 | 29 | 14 | 11 | 2 | 1 | 1 | 25 | 116.73 | 0 |
0 | 0 | 23 | 0 | 3,165 | 58 | 3 | 21 | 3 | 1 | 1 | 30 | 140.92 | 0 |
0 | 0 | 16 | 0 | 1,635 | 23 | 23 | 12 | 2 | 1 | 1 | 25 | 178.11 | 0 |
13 | 0 | 15 | 0 | 6,333 | 138 | 80 | 40 | 1 | 2 | 1 | 15 | 795.905 | 0 |
9 | 0 | 13 | 0 | 8,873 | 168 | 68 | 38 | 4 | 1 | 1 | 45 | 396.025 | 0 |
5 | 0 | 14 | 2 | 2,793 | 42 | 26 | 17 | 3 | 1 | 1 | 30 | 217.4 | 0 |
0 | 0 | 7 | 0 | 4,330 | 37 | 210 | 8 | 3 | 1 | 1 | 30 | 1,014.68 | 0 |
0 | 0 | 7 | 0 | 1,428 | 16 | 0 | 5 | 3 | 1 | 1 | 30 | 57.76 | 1 |
9 | 0 | 42 | 1 | 4,450 | 73 | 15 | 21 | 3 | 1 | 1 | 30 | 240.92 | 0 |
1 | 1 | 43 | 0 | 398 | 7 | 17 | 8 | 3 | 1 | 2 | 30 | 84.2 | 1 |
11 | 0 | 41 | 1 | 2,533 | 62 | 369 | 28 | 3 | 1 | 1 | 30 | 1,579.8 | 0 |
11 | 0 | 42 | 1 | 4,278 | 68 | 11 | 39 | 1 | 1 | 1 | 15 | 299.53 | 0 |
4 | 0 | 42 | 1 | 2,473 | 60 | 12 | 37 | 2 | 1 | 1 | 25 | 167.985 | 0 |
12 | 0 | 42 | 2 | 3,855 | 84 | 42 | 32 | 3 | 1 | 1 | 30 | 325.56 | 0 |
5 | 0 | 42 | 1 | 2,440 | 41 | 295 | 22 | 3 | 1 | 1 | 30 | 1,279.24 | 0 |
14 | 0 | 41 | 3 | 9,195 | 123 | 154 | 47 | 3 | 1 | 1 | 30 | 988.72 | 0 |
8 | 0 | 42 | 1 | 13,853 | 171 | 10 | 48 | 3 | 1 | 1 | 30 | 600.96 | 0 |
8 | 0 | 42 | 2 | 4,595 | 85 | 12 | 29 | 3 | 1 | 1 | 30 | 235.2 | 0 |
7 | 0 | 42 | 1 | 5,998 | 97 | 17 | 16 | 3 | 1 | 1 | 30 | 311.8 | 0 |
10 | 0 | 42 | 0 | 2,318 | 56 | 18 | 21 | 3 | 1 | 2 | 30 | 166.96 | 0 |
26 | 0 | 42 | 4 | 15,220 | 227 | 64 | 36 | 3 | 2 | 1 | 30 | 873.88 | 0 |
5 | 0 | 42 | 2 | 3,175 | 29 | 493 | 12 | 3 | 1 | 1 | 30 | 2,100.16 | 0 |
10 | 0 | 41 | 1 | 15,565 | 184 | 160 | 34 | 2 | 1 | 1 | 25 | 1,428.705 | 0 |
4 | 0 | 41 | 2 | 6,580 | 88 | 196 | 30 | 3 | 1 | 1 | 30 | 1,050.72 | 0 |
1 | 0 | 41 | 0 | 955 | 16 | 10 | 15 | 2 | 1 | 2 | 25 | 88.695 | 0 |
3 | 0 | 42 | 0 | 790 | 16 | 23 | 12 | 3 | 1 | 2 | 30 | 124.24 | 0 |
1 | 0 | 41 | 0 | 80 | 2 | 10 | 4 | 2 | 1 | 2 | 25 | 48.69 | 1 |
4 | 0 | 41 | 1 | 7,588 | 129 | 394 | 47 | 3 | 1 | 1 | 30 | 1,884.68 | 0 |
8 | 0 | 41 | 2 | 11,545 | 156 | 21 | 51 | 4 | 1 | 1 | 45 | 345.025 | 0 |
9 | 0 | 41 | 2 | 6,798 | 77 | 118 | 41 | 2 | 1 | 1 | 25 | 840.375 | 0 |
24 | 1 | 37 | 0 | 1,035 | 49 | 26 | 21 | 3 | 1 | 2 | 30 | 147.36 | 1 |
22 | 1 | 40 | 9 | 10,515 | 95 | 11 | 46 | 5 | 1 | 1 | 55 | 175.65 | 0 |
14 | 0 | 40 | 2 | 5,898 | 100 | 36 | 28 | 2 | 1 | 1 | 25 | 431.91 | 1 |
2 | 0 | 38 | 1 | 2,920 | 24 | 10 | 18 | 3 | 1 | 1 | 30 | 157.76 | 0 |
10 | 0 | 39 | 0 | 3,070 | 43 | 19 | 20 | 3 | 1 | 2 | 30 | 200.52 | 1 |
10 | 1 | 40 | 0 | 2,348 | 46 | 44 | 35 | 3 | 1 | 2 | 30 | 271.76 | 1 |
1 | 0 | 40 | 0 | 213 | 4 | 10 | 6 | 3 | 1 | 2 | 30 | 48.68 | 1 |
2 | 0 | 40 | 1 | 1,748 | 27 | 10 | 10 | 4 | 1 | 1 | 45 | 69.375 | 0 |
4 | 0 | 37 | 2 | 6,865 | 99 | 24 | 26 | 5 | 1 | 1 | 55 | 140.46 | 0 |
1 | 1 | 40 | 0 | 708 | 9 | 19 | 8 | 4 | 1 | 2 | 45 | 65.425 | 1 |
1 | 0 | 40 | 2 | 418 | 6 | 14 | 6 | 5 | 1 | 1 | 55 | 27.36 | 0 |
26 | 0 | 35 | 4 | 16,155 | 240 | 10 | 84 | 2 | 1 | 1 | 25 | 782.775 | 0 |
7 | 1 | 38 | 4 | 7,045 | 118 | 281 | 37 | 2 | 2 | 1 | 25 | 1,586.835 | 0 |
3 | 0 | 40 | 1 | 3,798 | 84 | 12 | 32 | 3 | 1 | 1 | 30 | 203.28 | 0 |
4 | 0 | 39 | 0 | 1,745 | 46 | 48 | 24 | 3 | 1 | 2 | 30 | 263.64 | 0 |
7 | 0 | 40 | 1 | 2,860 | 55 | 185 | 27 | 2 | 1 | 1 | 25 | 963.675 | 0 |
5 | 0 | 31 | 2 | 1,395 | 38 | 203 | 15 | 2 | 2 | 1 | 25 | 977.985 | 0 |
5 | 0 | 30 | 1 | 1,648 | 41 | 40 | 72 | 4 | 1 | 1 | 45 | 142.225 | 0 |
12 | 0 | 31 | 0 | 780 | 27 | 20 | 11 | 3 | 1 | 2 | 30 | 112.28 | 0 |
1 | 0 | 30 | 0 | 905 | 12 | 31 | 7 | 4 | 1 | 2 | 45 | 100.425 | 0 |
11 | 0 | 29 | 1 | 1,305 | 34 | 29 | 17 | 2 | 1 | 1 | 25 | 190.755 | 0 |
3 | 0 | 29 | 1 | 3,305 | 63 | 18 | 27 | 3 | 1 | 1 | 30 | 206.72 | 0 |
3 | 0 | 22 | 1 | 1,775 | 28 | 38 | 18 | 2 | 1 | 1 | 25 | 252.135 | 0 |
17 | 0 | 21 | 2 | 6,473 | 143 | 95 | 46 | 2 | 2 | 1 | 25 | 725.22 | 0 |
13 | 0 | 19 | 1 | 9,013 | 173 | 83 | 44 | 5 | 1 | 1 | 55 | 262.29 | 0 |
9 | 0 | 20 | 4 | 2,933 | 47 | 41 | 23 | 3 | 1 | 1 | 30 | 283.2 | 0 |
3 | 0 | 13 | 2 | 4,470 | 42 | 225 | 14 | 3 | 1 | 1 | 30 | 1,080.48 | 0 |
4 | 0 | 13 | 2 | 1,568 | 21 | 10 | 11 | 3 | 1 | 1 | 30 | 103.56 | 1 |