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tenure
int64
Contract
int64
PaperlessBilling
int64
PaymentMethod
int64
MonthlyCharges
float64
TotalCharges
int64
InternetService
int64
TechSupport
int64
OnlineSecurity
int64
SeniorCitizen
int64
Churn
int64
37
0
1
1
78.9
2,571
0
2
2
0
0
1
0
1
2
69.65
5,449
1
0
0
1
1
71
2
0
0
24.45
1,239
2
1
1
0
0
16
0
1
1
85.05
715
1
0
0
1
0
54
0
0
0
74
3,354
1
0
0
1
0
72
2
0
0
85.3
5,001
0
2
2
0
0
12
0
1
2
79.8
7
1
0
2
0
0
69
2
0
0
20.15
613
2
1
1
0
0
24
0
1
1
102.95
2,142
1
0
0
1
1
8
1
1
3
19.75
833
2
1
1
0
1
11
0
1
2
54.55
4,920
0
2
0
1
0
9
0
1
2
43.75
3,463
0
0
0
0
0
34
0
0
2
78.3
2,219
1
0
0
0
1
66
2
1
3
47.4
2,759
0
2
2
0
0
41
2
0
1
20.65
6,276
2
1
1
0
0
16
0
0
3
19.35
2,390
2
1
1
0
0
65
2
0
1
105.1
5,282
1
0
0
0
0
27
1
0
3
20.3
4,876
2
1
1
0
0
68
1
0
1
105.75
5,680
1
2
0
0
0
23
0
1
2
106.4
2,131
1
0
0
1
1
33
2
0
3
20.35
5,435
2
1
1
0
0
25
0
1
2
89.5
1,816
1
0
0
1
1
72
2
0
0
114.45
6,067
1
2
2
0
0
39
2
1
0
20.45
5,976
2
1
1
0
0
62
2
0
0
20
457
2
1
1
0
0
53
2
0
0
19.75
101
2
1
1
0
1
53
2
0
3
99.5
4,505
1
2
2
0
0
18
1
1
1
82
788
0
2
0
0
1
62
0
1
2
89.1
4,653
1
0
2
1
0
70
2
0
1
65.3
4,030
0
2
2
0
1
27
1
1
0
104.65
2,559
1
2
0
1
0
61
1
1
0
103.3
5,217
1
2
0
0
0
53
0
1
2
103.85
4,552
1
0
0
1
1
54
1
1
0
103.95
4,668
1
0
2
0
1
64
2
1
0
111.6
5,563
1
2
2
1
0
30
0
1
2
99.7
2,564
1
0
0
1
1
50
2
0
1
20.55
138
2
1
1
0
0
38
1
1
2
104.85
3,326
1
0
2
0
0
72
2
1
0
98.65
5,589
1
2
0
0
0
39
0
1
2
105.65
3,646
1
0
0
1
1
30
0
1
3
64.5
1,464
0
0
2
0
0
26
0
1
2
95
2,143
1
0
2
1
1
6
0
1
3
85.95
4,325
1
0
0
0
0
16
0
1
3
53.9
6,155
0
2
0
0
1
51
1
1
2
56.15
2,502
0
2
0
0
0
17
1
0
0
98.6
1,203
1
2
0
0
1
1
0
0
2
78.8
5,912
1
0
0
0
1
62
2
1
1
20.05
372
2
1
1
0
0
13
1
1
2
64.75
6,279
0
0
0
0
0
64
1
1
1
73.05
3,966
0
0
2
0
0
44
0
1
1
84.8
3,135
1
0
2
0
0
16
0
1
2
112.95
1,456
1
2
2
0
0
15
0
1
2
24.8
2,816
2
1
1
0
0
36
2
0
1
40.65
983
0
2
2
0
0
1
0
1
2
90.85
6,327
1
0
0
0
1
24
0
0
1
70
1,240
1
0
0
1
0
60
2
0
0
19.85
244
2
1
1
0
0
3
0
1
1
91.5
2,067
1
0
0
0
1
16
0
1
0
90.8
820
1
0
0
0
0
66
2
1
0
85.9
4,630
0
2
2
0
0
66
1
1
2
104.25
5,418
1
2
0
0
0
45
1
1
2
20.4
6,398
2
1
1
0
1
43
0
1
0
110.75
3,965
1
2
0
1
1
71
2
0
1
19.8
702
2
1
1
1
0
1
0
0
3
45.05
3,811
0
0
0
0
1
1
0
1
2
71
5,564
1
0
0
0
1
20
0
1
2
81.45
1,156
1
0
0
1
0
65
2
1
0
53.5
3,050
0
0
0
1
0
19
0
1
2
20
3,234
2
1
1
0
0
36
1
0
3
20
5,293
2
1
1
0
0
71
2
1
1
108.6
5,864
1
2
0
0
1
1
0
1
2
24.8
2,044
0
0
0
1
1
33
0
0
2
68.25
1,789
1
0
0
0
1
71
2
0
0
54.5
3,244
0
2
2
0
0
13
0
0
0
67.8
6,183
0
2
2
0
0
29
2
0
3
19.4
4,598
2
1
1
0
0
13
0
1
2
71.95
6,378
0
0
2
0
0
22
2
0
0
56.75
560
0
2
0
0
0
7
0
1
2
99.25
5,289
1
0
0
1
1
47
0
0
2
25.4
268
2
1
1
0
0
26
0
1
2
20.3
4,306
2
1
1
0
0
13
0
1
2
59.9
5,948
0
0
0
1
0
26
0
0
2
89.8
1,970
1
0
0
0
1
2
0
0
3
20.4
3,590
2
1
1
0
0
4
0
1
2
24.45
6,242
0
0
0
0
1
52
2
1
0
80.95
3,611
0
2
0
0
0
3
0
0
2
91.05
2,493
1
0
0
1
1
62
1
1
0
110.75
5,547
1
2
0
1
0
70
2
0
0
93.9
5,249
1
2
2
0
1
71
1
1
1
104.1
5,735
1
0
2
0
0
69
1
1
0
35.75
2,138
0
0
0
0
0
35
1
0
0
26.2
6,454
2
1
1
0
0
63
2
0
2
102.6
5,087
1
0
0
0
0
69
2
0
1
105.4
5,500
1
2
0
1
0
72
2
0
0
99.9
5,644
1
2
2
0
0
36
0
0
2
80.4
2,539
1
0
0
0
0
33
0
1
0
72.75
2,097
0
0
2
0
0
28
0
0
1
89.9
2,081
1
0
0
0
0
27
2
1
3
19.6
4,644
2
1
1
0
0
1
1
0
1
74.1
5,714
0
2
0
0
0