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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