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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
72
2
1
1
65.2
4,044
0
2
2
0
0
17
2
0
3
19.4
3,098
2
1
1
0
0
65
2
1
1
99.05
5,168
1
2
2
0
0
1
0
1
3
20.2
1,610
2
1
1
0
1
52
1
1
3
80.2
3,651
1
0
0
0
0
25
1
0
1
19.9
4,304
2
1
1
0
0
58
1
1
2
94.3
4,645
1
0
0
0
0
71
2
1
0
47.6
2,931
0
2
2
0
0
3
0
1
1
73.6
1,957
1
0
0
0
0
17
0
1
3
66.7
148
0
2
0
0
0
1
0
1
2
70.35
5,508
1
0
0
0
0
17
0
1
0
80.5
611
1
0
0
0
0
13
1
0
0
54.15
5,526
0
2
2
0
0
1
0
1
2
69.55
5,447
1
0
0
1
1
29
1
1
2
58.75
1,193
0
2
2
0
0
57
2
1
0
112.95
5,193
1
0
2
0
1
12
0
1
2
51.25
4,995
0
0
0
0
0
13
0
1
2
90.5
371
1
0
0
1
1
53
2
0
3
24.6
512
2
1
1
0
0
57
2
1
2
59.75
2,987
0
2
2
0
0
65
1
1
2
106.25
5,488
1
0
0
1
1
4
0
1
3
60.4
2,360
0
2
2
0
1
13
0
1
2
54.8
5,674
0
0
0
1
0
8
2
0
3
19.05
1,637
2
1
1
0
0
60
0
1
2
106.15
5,166
1
0
0
0
0
15
0
0
2
88.15
713
1
0
0
0
1
1
0
1
2
69.5
5,446
1
0
0
0
1
4
0
0
3
20.15
6,174
2
1
1
0
0
34
1
0
0
30.4
6,414
0
0
2
0
0
1
0
0
2
44.55
3,743
0
0
0
0
0
35
1
1
2
108.35
3,209
1
0
2
1
0
2
0
1
2
55.3
158
0
0
0
0
0
34
0
0
3
20.65
5,607
2
1
1
0
0
15
1
0
3
19.8
2,641
2
1
1
0
0
42
0
1
1
66.4
2,371
0
2
2
0
0
70
1
0
0
19.7
623
2
1
1
0
0
34
1
1
0
78.95
2,292
1
0
0
0
0
1
0
0
3
20.1
1,608
2
1
1
0
1
42
0
1
0
79.35
2,902
1
0
0
1
0
1
0
1
0
19.25
1,480
2
1
1
0
0
57
1
0
2
53.45
2,654
0
0
2
0
0
14
0
1
0
64.7
6,426
0
0
2
0
1
10
0
1
0
56.75
4,259
0
0
0
0
0
22
1
0
0
65.25
817
0
0
0
0
0
15
0
0
0
19.75
2,565
2
1
1
0
1
60
1
0
0
24.15
919
2
1
1
0
0
9
0
1
1
99.45
6,365
1
0
0
1
1
59
1
1
0
61.35
3,147
0
0
0
0
0
34
0
1
2
106.35
3,074
1
0
0
0
1
1
0
1
1
100.25
2
1
0
0
0
1
48
1
1
2
97.05
3,975
1
0
0
0
0
71
2
0
1
89.9
5,188
0
2
2
0
0
71
2
0
0
59.7
3,516
0
2
2
0
0
9
0
1
0
44.2
3,448
0
0
0
0
1
10
0
1
3
24.5
2,347
2
1
1
0
0
72
2
0
1
115.05
6,182
1
2
2
0
0
3
0
0
1
29.8
6,420
0
0
0
0
0
57
0
1
2
53.75
2,777
0
0
2
0
0
35
0
0
2
56.85
1,431
0
2
0
0
0
50
2
0
0
69.5
2,961
0
2
0
0
0
9
0
1
2
85.5
5,981
1
0
0
0
0
12
0
1
2
49.2
4,712
0
0
2
0
0
60
1
1
2
97.95
4,819
1
0
0
1
0
46
0
0
0
30.3
688
0
0
0
0
1
12
1
1
3
33.6
3,699
0
2
2
0
0
11
1
0
0
53.8
5,213
0
2
0
0
0
39
0
1
2
40.6
891
0
2
0
0
0
50
0
0
2
103.7
4,291
1
2
0
0
1
19
0
1
2
86.85
1,013
1
0
0
0
0
72
2
1
1
104.9
5,807
1
2
2
0
0
7
0
1
0
95.6
5,178
1
0
0
1
1
37
1
0
2
67.45
2,095
0
2
2
0
0
31
2
0
3
25.75
5,801
2
1
1
0
0
1
0
1
3
69.95
5,455
1
0
0
0
1
72
2
0
2
111.65
5,993
1
2
0
1
0
32
0
0
0
61.4
1,436
0
2
2
0
0
46
0
0
0
72.8
2,827
1
0
0
0
0
27
0
1
0
95.6
2,243
1
0
0
0
0
69
1
1
1
20.55
739
2
1
1
0
0
4
0
1
2
88.85
3,204
1
0
0
1
1
14
0
1
2
92.9
612
1
0
0
0
0
32
1
0
0
19.75
5,062
2
1
1
0
0
67
1
1
3
19.45
365
2
1
1
0
0
1
0
0
2
19.75
1,489
2
1
1
0
0
43
1
1
1
90.65
3,321
1
2
2
0
0
21
0
1
3
19.95
3,557
2
1
1
0
0
2
0
0
3
49.25
6,481
0
0
0
0
0
12
2
0
3
49.85
4,583
0
2
2
0
0
28
0
1
3
35.75
6,470
0
2
0
0
0
30
0
1
2
104.1
2,711
1
0
0
1
0
16
0
1
1
89.05
831
1
2
0
0
1
31
1
1
3
79.45
2,238
0
2
0
0
1
14
0
0
0
59.45
5,920
0
2
2
0
0
72
2
1
3
109.75
6,048
1
2
2
1
0
53
2
0
3
20.9
278
2
1
1
0
0
68
0
1
0
39.9
2,422
0
0
0
0
0
50
2
1
0
89.7
3,666
1
2
0
0
0
70
1
1
0
105.55
5,620
1
2
0
1
0
65
2
1
1
59.8
3,265
0
2
0
0
0
1
0
0
2
70.5
5,511
1
0
0
0
1