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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
7
0
1
2
64.95
4,181
0
0
0
1
0
44
1
1
2
49.05
1,903
0
0
0
0
0
2
0
0
2
76.4
1,057
0
2
0
0
1
4
0
1
0
76.65
2,890
1
0
0
0
1
37
0
0
0
98.8
3,011
1
2
0
0
1
13
0
1
3
19.3
2,416
2
1
1
0
0
39
1
1
1
58.6
1,858
0
0
0
0
0
42
1
0
1
56.1
2,022
0
0
2
0
0
46
1
1
0
105.2
4,075
1
2
2
0
1
16
1
1
3
55.85
6,236
0
0
2
0
0
54
2
0
1
46
2,071
0
2
0
0
0
33
0
1
1
66.4
1,880
0
0
0
0
0
22
0
1
2
50.6
145
0
0
0
0
0
35
1
1
2
89.2
2,830
1
2
2
0
0
4
0
0
0
20.95
6,211
2
1
1
0
1
1
2
0
3
20.45
1,615
2
1
1
0
0
36
1
0
0
20.85
5,624
2
1
1
0
0
25
0
0
2
54.3
540
0
2
2
0
0
3
2
0
3
71.1
1,751
0
2
2
0
0
22
0
1
2
100.75
1,726
1
0
2
0
1
16
0
0
0
100.7
946
1
0
2
0
0
50
1
1
2
106.8
4,463
1
2
0
1
0
10
0
1
2
21.2
1,855
2
1
1
0
0
25
1
0
3
74.3
1,434
0
2
2
0
1
32
0
1
1
96.15
2,616
1
0
0
1
1
63
2
0
2
19.35
481
2
1
1
0
0
5
0
1
0
48.65
1,989
0
2
0
0
0
44
0
1
2
30.35
653
0
0
0
1
1
16
0
1
2
96.15
952
1
0
0
1
1
20
1
1
3
64.15
504
0
2
2
0
0
30
0
0
0
106.4
2,797
1
2
2
0
0
55
1
0
0
45.05
2,116
0
0
0
0
0
61
1
1
2
65.2
3,389
0
0
0
1
0
1
0
0
0
19.95
1,493
2
1
1
0
1
54
1
1
1
94.1
4,282
1
0
0
0
0
10
0
1
2
70
5,726
1
0
0
0
1
40
0
1
3
55.25
1,758
0
0
2
0
1
51
0
1
0
79.15
3,438
1
0
2
0
0
72
2
0
0
105.5
5,832
1
2
2
0
0
64
2
0
1
99.25
5,234
1
2
2
0
0
72
2
0
1
25.85
1,446
2
1
1
0
0
53
1
0
0
19.55
16
2
1
1
0
0
3
0
0
2
24.75
5,266
0
0
0
0
1
1
0
1
2
70.05
5,502
1
0
0
1
0
13
0
0
2
84.05
189
1
0
2
0
1
39
0
1
2
50.75
1,641
0
0
0
0
1
9
0
1
0
77.65
5,599
1
0
0
0
1
22
2
0
3
25.25
4,681
2
1
1
0
0
54
0
1
1
99.05
4,428
1
0
0
1
0
29
1
0
3
35.6
144
0
2
2
0
0
72
1
1
0
117.8
6,265
1
2
2
0
1
72
2
0
1
79.55
4,790
0
2
2
0
0
47
0
1
2
109.55
4,313
1
2
0
0
1
28
0
0
3
49.9
751
0
0
0
0
0
3
0
0
2
30.4
6,099
0
2
0
0
0
50
2
1
0
75.15
3,273
0
0
2
1
0
1
0
1
2
69.8
5,452
1
0
0
0
1
2
0
0
2
94.95
1,307
1
0
0
0
1
2
0
0
3
70.7
527
1
0
0
0
0
70
1
1
2
109.5
5,856
1
2
0
0
1
51
0
1
2
87.35
3,795
1
2
0
0
0
65
0
1
2
104.35
5,248
1
0
0
1
0
1
0
1
2
90.55
6,324
1
0
0
0
1
13
0
0
2
30.15
3,271
0
0
0
0
0
10
0
1
2
98.5
112
1
2
0
0
1
55
2
0
3
20.3
153
2
1
1
0
0
7
0
1
1
70.75
3,829
0
2
0
0
1
3
1
1
3
19.45
5,443
2
1
1
0
0
46
1
0
1
33.7
966
0
2
0
0
0
56
1
1
0
75.75
3,645
0
2
0
0
0
61
2
0
1
115.1
5,524
1
2
2
0
0
52
0
1
0
93.25
3,930
1
2
0
0
0
41
0
0
0
70.25
2,474
1
0
0
0
1
68
2
0
0
25.5
1,377
2
1
1
0
0
41
1
1
1
78.35
2,796
0
0
2
0
0
50
1
1
2
69.65
2,982
0
2
0
0
0
71
2
1
1
115.15
6,049
1
2
2
0
0
22
0
0
2
83.05
1,341
1
0
0
0
0
59
2
0
3
19.5
282
2
1
1
0
0
6
0
1
2
69.8
3,235
1
0
0
0
0
33
2
1
3
24.5
5,727
2
1
1
0
1
17
0
0
3
24.1
3,488
2
1
1
0
1
49
0
0
1
59.6
2,567
0
2
2
0
0
72
2
0
0
82.15
4,770
0
0
0
0
0
17
0
1
1
100.45
1,093
1
0
0
1
1
15
1
0
3
64.85
6,449
0
0
2
0
0
8
0
0
1
19.65
1,189
2
1
1
0
0
22
0
0
3
65.05
792
0
0
2
0
0
51
2
1
3
24.95
410
2
1
1
0
0
43
0
1
2
91.65
3,380
1
0
0
0
0
3
0
0
2
25.1
5,973
0
0
0
0
0
48
0
1
2
104.5
4,286
1
2
2
1
0
34
1
1
3
60.8
1,674
0
0
2
0
0
41
1
1
2
111.95
3,862
1
2
0
1
1
67
1
1
1
112.35
5,708
1
2
0
0
0
19
0
1
3
75.9
679
0
2
2
0
0
63
1
1
1
99.65
5,104
1
0
2
0
0
18
0
1
2
85.2
992
1
0
0
0
1
1
0
1
3
20.65
1,619
2
1
1
0
0
11
0
1
2
94
152
1
0
0
0
1