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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
62
2
1
1
19.2
236
2
1
1
0
0
46
0
1
2
99.8
3,729
1
0
0
0
0
2
0
1
2
94.2
1,155
1
2
0
0
1
50
0
1
2
95.7
3,998
1
0
0
0
0
24
0
1
2
104.65
2,196
1
0
0
0
1
55
2
1
2
113.6
5,083
1
2
0
1
0
64
2
1
0
115.1
5,687
1
2
2
0
0
4
0
1
2
88.95
3,076
1
0
0
0
1
6
0
0
0
29.45
1,067
0
0
2
0
0
1
0
1
2
76.45
5,824
1
0
0
1
1
37
2
1
1
62.8
1,916
0
2
2
0
0
71
2
0
0
24.85
1,499
2
1
1
1
0
29
1
1
1
55.35
1,107
0
2
2
0
0
7
0
1
1
89.35
5,102
1
0
0
0
1
32
0
1
1
98.85
2,735
1
0
0
0
0
59
0
1
2
94.75
4,631
1
0
2
0
0
40
0
1
2
74.55
2,613
0
0
0
0
0
10
0
0
3
29.5
2,203
0
0
0
0
1
27
1
0
3
19.15
4,242
2
1
1
0
0
7
0
1
2
86.5
4,798
1
0
0
0
1
65
2
0
1
24.75
1,218
2
1
1
0
0
10
0
1
1
81
6,090
1
0
0
0
1
23
0
0
3
84.4
1,537
1
2
2
0
0
47
2
1
1
85.3
3,495
0
2
2
0
0
11
0
1
0
55.05
4,968
0
0
0
0
0
12
0
0
3
34
3,757
0
2
0
0
0
30
0
1
2
44.5
563
0
0
0
0
0
1
0
1
2
75.7
5,775
1
0
0
0
1
57
1
1
0
109.4
5,067
1
2
0
0
0
11
0
1
2
70.2
6,157
1
0
0
1
0
9
0
0
0
19.5
903
2
1
1
0
0
4
0
1
1
70.05
2,314
1
0
0
0
1
13
0
1
1
73.75
6,458
1
0
2
0
0
35
1
0
3
20.75
5,520
2
1
1
0
0
67
2
1
0
50.95
3,053
0
2
2
0
0
51
1
0
1
47.85
1,996
0
2
0
0
0
1
0
0
3
51.25
4,302
0
2
0
0
1
71
2
0
2
100.45
5,605
1
2
2
0
0
29
0
1
2
79.3
2,057
1
2
0
1
0
33
1
1
2
103.75
2,917
1
2
2
0
1
11
1
1
3
36.05
3,440
0
2
2
0
0
13
0
1
1
78.3
72
1
0
0
0
0
42
2
0
3
19.35
6,260
2
1
1
0
0
8
0
1
3
29.25
1,898
0
0
0
0
0
1
0
0
3
44.4
3,741
0
0
0
0
1
72
2
1
2
108.2
5,929
1
2
0
0
0
47
0
0
2
87.2
3,435
1
0
0
0
0
30
0
0
2
85.45
2,164
1
0
0
0
0
51
1
1
2
111.55
4,723
1
2
2
0
0
16
0
1
0
94.65
853
1
0
0
0
0
34
0
1
2
100.45
2,958
1
0
0
0
0
8
0
1
2
86.55
5,205
1
0
0
0
1
72
2
0
1
24.85
1,445
2
1
1
0
0
60
1
1
2
71.75
3,713
0
0
2
1
0
72
2
1
0
115.8
6,185
1
2
2
0
0
12
0
0
3
20.5
2,205
2
1
1
0
0
65
2
1
0
82.5
4,369
0
2
2
0
0
32
0
1
1
19.45
5,341
2
1
1
0
0
67
1
1
1
94.35
5,123
1
2
2
0
1
45
1
0
0
78.8
3,112
0
0
2
0
0
60
2
0
1
59.85
3,109
0
2
2
0
0
1
0
1
2
55.45
4,564
0
0
0
0
0
58
2
1
1
64.9
3,253
0
2
2
0
0
9
0
1
2
94.75
6,294
1
0
0
0
1
1
0
0
2
74.35
5,718
1
0
0
0
0
8
1
0
3
24.4
1,662
2
1
1
0
0
2
0
1
2
45.15
6,501
0
0
0
0
1
47
2
0
1
20.25
6,272
2
1
1
0
0
1
0
1
3
74.45
5,720
1
0
0
1
1
1
1
0
3
25.85
2,159
0
0
0
0
0
10
0
1
2
100.6
120
1
0
0
0
1
29
1
1
3
24.85
5,947
0
0
0
0
0
58
2
0
3
75.8
3,755
0
2
2
0
0
14
1
0
3
19.35
2,821
2
1
1
0
0
7
0
0
3
20.75
745
2
1
1
0
0
5
0
1
2
83.6
3,454
1
0
0
0
1
18
1
0
0
20.15
3,344
2
1
1
0
1
25
1
0
2
19.9
4,276
2
1
1
0
0
46
2
1
1
64.2
2,606
0
2
0
0
0
1
0
0
2
50.8
4,235
0
0
0
0
1
1
0
1
0
48.45
4,050
0
0
2
0
0
68
2
1
0
84.7
4,715
1
0
2
0
0
18
0
1
0
44.35
5,859
0
0
0
0
0
8
0
1
0
80
5,063
1
0
0
0
0
64
2
0
3
19.55
440
2
1
1
0
0
4
0
1
2
89.2
2,992
1
0
0
1
1
63
2
1
1
79.85
4,105
0
2
2
0
0
54
1
1
2
105.85
4,802
1
2
2
0
0
54
2
1
0
74.55
3,584
0
0
2
0
0
72
2
0
0
69.85
4,305
0
2
2
0
0
4
0
1
1
50.95
1,693
0
0
0
1
0
72
2
1
0
91.15
5,284
0
2
2
0
0
60
2
1
1
49.45
2,511
0
0
0
1
0
20
0
1
2
90.2
1,300
1
0
0
0
1
35
0
0
2
70.55
2,061
1
0
0
1
0
2
0
1
1
49.05
6,343
0
0
0
0
1
26
0
1
1
50.35
509
0
0
0
0
0
14
0
1
2
82.65
345
1
0
0
0
0
1
0
1
2
74.7
5,723
1
0
0
1
1
53
1
1
0
19.85
78
2
1
1
0
0