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

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