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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
14
0
1
2
86.3
338
1
0
0
0
1
29
0
1
2
89.2
2,345
1
0
0
0
1
54
0
0
3
89.8
3,947
1
0
2
0
0
71
1
1
1
95.15
5,359
1
2
2
0
0
47
1
0
0
94.8
3,863
1
0
2
0
0
2
0
1
1
95.1
1,345
1
2
0
1
1
45
0
1
0
50.9
1,969
0
0
2
0
0
70
2
0
1
76.1
4,402
0
2
0
0
0
4
0
0
3
20.35
5,822
2
1
1
0
1
33
2
0
1
82.1
2,253
0
2
0
0
0
20
1
0
1
94.3
1,372
1
2
2
1
0
56
1
1
3
24.45
800
2
1
1
0
0
12
0
1
0
99.7
436
1
0
2
0
1
1
0
0
3
19.55
1,485
2
1
1
0
0
38
0
1
1
57.15
1,889
0
0
2
1
1
12
0
1
1
58.35
5,728
0
0
0
0
0
1
0
1
0
20.2
1,610
2
1
1
0
1
28
1
0
1
18.25
4,461
2
1
1
0
0
43
0
0
3
50.2
1,782
0
0
0
0
0
61
2
1
2
106.6
5,174
1
2
0
0
1
16
0
0
2
55.3
6,275
0
0
0
0
0
10
0
1
2
70.1
5,260
1
0
0
0
1
63
0
1
1
80.3
4,135
1
0
0
0
0
62
1
1
1
23.75
829
2
1
1
0
0
46
2
0
1
40.4
1,403
0
2
2
0
0
1
1
0
3
20.4
1,614
2
1
1
0
0
9
0
1
3
55.3
4,241
0
0
0
0
0
2
0
1
2
95.85
1,573
1
0
0
0
1
35
2
1
1
69.15
2,137
0
2
2
0
0
69
2
1
0
81.95
4,640
0
2
0
0
0
33
1
0
0
80.1
2,254
1
0
2
0
0
46
2
1
2
21.1
6,411
2
1
1
0
0
1
0
1
2
69.6
5,448
1
0
0
1
1
1
0
0
2
75.55
5,773
1
0
0
0
0
65
2
0
1
26
1,141
2
1
1
0
0
15
0
0
2
58.95
6,455
0
2
2
0
0
7
0
0
0
69.15
4,123
1
0
0
0
0
19
0
1
2
78.25
885
1
0
0
0
1
25
0
1
2
75.5
1,500
1
0
0
0
0
38
0
1
1
69.5
2,272
1
0
0
0
0
53
2
0
3
18.7
13
2
1
1
0
0
1
0
0
2
45.3
3,816
0
0
0
0
1
1
0
1
3
69.1
5,440
1
0
0
0
1
52
1
1
1
20.85
142
2
1
1
0
0
43
2
1
2
78.8
2,995
0
2
2
0
0
23
0
0
2
54.15
574
0
2
0
0
0
2
0
0
2
80.55
1,395
1
0
0
0
1
34
0
0
0
50.2
1,368
0
2
0
0
0
6
0
1
0
44.6
2,250
0
0
0
0
1
26
1
1
1
51.55
538
0
0
0
0
0
2
0
0
0
44.9
209
0
0
0
0
0
11
0
0
1
19.7
1,774
2
1
1
0
0
1
0
1
3
49.65
4,142
0
0
0
0
1
53
1
0
0
97.75
4,274
1
2
0
0
0
1
0
1
1
19.75
1,489
2
1
1
0
0
14
0
0
2
76.45
225
1
0
0
0
0
22
1
0
0
25.6
4,546
2
1
1
1
0
64
1
1
1
84.3
4,419
1
0
2
0
0
62
2
1
1
72
3,644
0
0
2
0
0
36
1
1
3
65.4
2,145
0
2
0
0
1
4
0
1
2
81
2,948
1
0
0
0
1
38
2
1
0
85.4
2,860
0
2
2
0
0
32
0
1
0
85.65
2,318
1
0
0
0
0
61
2
0
1
51.35
2,824
0
2
0
0
0
70
1
0
1
26.05
1,420
2
1
1
0
0
31
0
0
2
89.45
2,435
1
0
2
1
0
9
0
1
3
18.95
1,415
2
1
1
0
1
66
2
1
1
90.05
4,887
0
2
2
0
0
10
0
1
3
19.9
1,594
2
1
1
0
0
30
1
1
2
64.5
1,592
0
2
0
0
0
5
0
1
3
90.35
3,690
1
0
2
0
0
54
2
1
0
24.05
422
2
1
1
0
0
59
0
1
0
41.05
2,103
0
0
0
0
1
40
2
0
1
25.25
14
2
1
1
0
0
35
2
1
2
108.95
3,443
1
2
2
0
0
12
0
1
3
61.65
5,593
0
2
2
0
1
42
0
1
0
95.25
3,386
1
0
0
0
1
72
2
1
1
108.05
5,923
1
2
0
0
0
63
2
0
0
39.35
2,032
0
2
0
0
0
4
0
1
3
19.95
4,843
2
1
1
0
0
68
2
1
2
53
3,161
0
0
0
1
0
32
1
1
0
64.85
1,640
0
0
0
0
0
5
0
1
2
80.15
3,295
1
0
0
0
1
72
1
0
1
109.15
5,903
1
2
0
0
0
1
0
0
2
76.2
5,821
1
0
0
0
1
1
0
1
2
55.8
4,567
0
0
2
1
1
71
2
1
1
90.55
5,061
0
2
2
0
0
46
2
1
3
19.25
6,247
2
1
1
0
0
13
0
1
2
23.9
2,597
0
0
0
0
1
41
0
1
1
81.3
2,776
1
0
2
0
0
30
2
0
2
74.85
1,797
0
0
0
1
0
1
0
1
2
69.2
5,442
1
0
0
0
1
22
1
1
1
49.45
66
0
0
0
0
0
1
0
0
3
20.05
1,607
2
1
1
0
0
10
0
1
1
78.15
5,847
1
0
2
0
0
19
1
1
1
44.85
6,313
0
0
0
0
1
27
1
0
3
56.2
1,018
0
0
2
0
0
14
0
1
2
69.65
6,374
0
2
0
0
0
59
2
0
2
113.75
5,241
1
2
2
0
0
2
0
1
2
75.7
1,468
1
0
2
0
1