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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
1
0
1
3
55.3
4,562
0
0
0
0
0
68
2
1
0
86.5
4,827
0
2
2
0
0
61
2
1
1
25
898
2
1
1
0
0
11
1
1
1
40.4
3,603
0
2
0
0
0
15
0
1
3
48.8
5,625
0
0
0
0
0
1
0
0
3
19.2
1,479
2
1
1
0
0
34
0
0
2
85.35
2,500
1
0
0
0
0
72
2
1
0
23.55
1,228
2
1
1
0
0
26
1
0
2
61.55
1,034
0
0
2
0
0
66
1
0
2
95.3
5,075
1
0
0
0
0
1
0
0
2
49.95
4,148
0
0
0
0
0
64
2
1
1
85
4,551
0
2
2
0
0
3
0
0
3
60.65
1,567
0
2
0
0
0
20
0
1
0
19.5
3,521
2
1
1
0
0
48
1
1
1
103.25
4,267
1
0
2
0
1
43
1
1
1
71.9
2,757
0
2
2
0
0
14
1
0
3
19.65
1,919
2
1
1
1
0
57
2
0
0
19.75
501
2
1
1
0
0
72
2
1
1
66.5
4,066
0
2
2
0
0
72
2
0
1
25.75
1,435
2
1
1
0
0
38
2
0
1
81
2,676
0
2
2
0
0
2
0
1
3
49.6
271
0
0
0
0
1
4
0
1
2
95.45
3,387
1
0
0
1
1
26
0
1
0
69.5
1,348
0
0
2
0
0
3
0
1
2
29.9
6,367
0
2
0
0
0
26
1
1
0
20.05
4,277
2
1
1
0
0
15
2
1
3
38.8
4,934
0
0
0
0
0
22
1
1
3
100.05
1,720
1
0
0
0
0
13
2
1
0
25
2,882
2
1
1
0
0
6
0
1
2
44.4
2,278
0
0
0
1
0
20
1
0
3
54
106
0
2
2
1
0
72
2
0
1
19.9
954
2
1
1
0
0
34
1
1
2
99.85
2,901
1
0
0
1
0
1
0
0
2
45.3
3,816
0
0
0
0
1
52
1
0
3
20.65
46
2
1
1
0
0
69
2
1
1
24.95
1,223
2
1
1
0
0
39
2
0
3
20.15
6,116
2
1
1
0
0
65
2
1
0
74.8
4,073
0
2
2
0
1
68
2
0
0
25.25
1,234
2
1
1
0
0
25
0
1
3
84.6
1,714
1
0
0
0
0
6
0
1
2
84.4
4,609
1
0
0
0
1
64
2
1
1
70.2
3,801
0
2
2
1
1
7
0
1
0
69.95
4,421
1
0
0
0
1
32
0
1
2
86.1
2,367
1
0
0
0
0
41
2
0
3
20.15
6,031
2
1
1
0
0
2
0
0
3
44.65
5,724
0
0
0
0
1
24
1
1
3
50.6
525
0
0
2
0
0
1
0
0
1
19.4
1,482
2
1
1
0
0
54
1
0
0
44.1
2,005
0
2
2
0
0
39
0
1
3
59.85
1,975
0
0
0
0
0
14
0
1
2
80.45
143
1
0
0
0
1
7
0
0
1
69.7
4,334
0
0
2
0
0
25
1
1
0
19.5
4,335
2
1
1
0
0
44
0
1
0
92.95
3,517
1
0
0
0
0
61
1
1
2
99.9
5,064
1
0
0
0
0
72
2
0
1
114.45
6,165
1
2
2
0
0
43
0
1
0
99.3
3,594
1
0
0
0
0
58
1
1
2
107.75
5,118
1
0
2
0
0
71
1
0
0
66.8
3,967
0
2
2
0
0
22
0
1
2
95.1
1,778
1
0
0
0
0
34
0
1
1
85.2
2,481
1
0
0
1
0
52
0
1
0
72.95
3,277
1
0
0
1
0
64
0
1
2
43.85
2,391
0
2
0
1
0
44
1
1
0
85.25
3,194
0
2
0
0
0
13
0
0
0
44.8
4,628
0
0
0
0
0
24
0
1
1
90.55
1,922
1
0
0
0
1
70
2
0
1
114.75
5,930
1
2
2
0
0
70
2
1
1
76.95
4,420
0
2
2
0
0
1
0
1
2
85
6,206
1
0
0
1
1
72
2
0
0
21
890
2
1
1
0
0
11
0
1
2
76.5
6,164
1
0
0
0
1
12
1
1
2
59.8
5,651
0
2
0
0
1
72
2
1
1
110.6
5,997
1
2
0
0
0
8
0
0
2
101.35
5,919
1
0
0
1
1
15
0
0
2
85.3
403
1
0
0
0
0
13
0
1
2
56
5,845
0
0
2
0
0
68
2
1
0
79.6
4,582
0
2
2
0
0
17
0
0
0
80.05
628
1
0
0
0
0
71
2
0
0
25.45
1,366
2
1
1
0
0
6
0
1
2
69.1
3,696
1
0
0
0
0
24
2
0
3
19.7
3,846
2
1
1
0
0
6
0
1
2
91.1
3,879
1
0
0
0
1
47
2
0
0
19.3
6,306
2
1
1
0
0
4
0
1
2
75.65
2,619
1
0
0
0
0
13
0
0
1
93.8
476
1
0
2
1
0
3
0
1
2
74.55
1,964
1
0
2
0
0
12
0
1
3
53.75
5,201
0
2
0
0
0
17
1
0
1
79.85
699
0
2
2
0
0
19
1
0
2
58.2
87
0
0
0
0
0
52
2
0
0
21
203
2
1
1
0
0
29
0
0
3
89.65
2,270
1
2
0
0
0
3
0
0
3
45.45
750
0
0
0
0
0
3
0
1
3
36.45
6,394
0
0
0
1
1
32
1
0
1
83.7
2,280
0
2
0
0
0
1
0
1
3
80.85
6,023
1
0
0
0
1
55
1
1
2
104.15
4,742
1
2
0
0
1
20
0
1
3
98.55
1,665
1
2
0
0
0
22
1
0
3
19.95
3,683
2
1
1
0
0
60
0
1
2
80.95
4,097
1
0
2
1
0
27
0
0
1
88.3
2,118
1
0
0
1
1