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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
2
74.35
5,718
1
0
0
0
1
4
0
1
2
93.5
3,128
1
2
0
0
1
3
0
1
2
85.3
2,287
1
0
0
0
1
12
0
1
1
29.35
3,266
0
0
0
1
0
17
0
0
3
51.5
6,328
0
2
0
0
1
48
2
0
0
20.2
58
2
1
1
0
0
12
0
1
2
78.3
6,342
1
0
2
0
1
45
2
1
0
24.65
267
2
1
1
0
0
1
0
0
3
51.2
4,301
0
0
2
0
0
72
2
1
2
85.25
4,972
0
0
2
0
0
28
1
0
2
100.2
2,338
1
0
0
0
0
51
0
0
0
81
3,485
1
0
0
0
0
1
0
0
3
49.9
4,147
0
0
2
0
0
8
2
0
3
65.5
4,669
0
2
2
0
0
43
1
1
1
106
3,858
1
2
2
0
0
22
0
1
3
84.3
1,419
1
0
0
0
1
18
0
0
3
20.45
3,090
2
1
1
0
0
54
1
0
0
65.25
3,058
0
2
0
1
0
13
0
1
2
80.85
18
1
0
0
0
1
69
0
1
0
85.4
4,820
1
0
0
0
0
66
2
1
1
56.75
3,197
0
0
0
0
0
53
1
0
1
19.05
6,514
2
1
1
0
0
3
0
1
3
19.1
4,430
2
1
1
0
0
20
2
0
3
19.7
3,471
2
1
1
0
0
1
0
1
3
18.85
1,343
2
1
1
0
1
38
1
1
3
62.3
1,995
0
2
0
0
1
13
0
1
3
20.3
2,388
2
1
1
0
0
57
0
1
2
89.85
4,178
1
0
0
1
0
67
2
1
3
19.8
570
2
1
1
0
0
11
0
1
2
55.6
4,786
0
0
2
1
0
14
0
0
0
50.1
5,562
0
0
2
0
0
21
0
0
2
80.35
1,267
1
0
2
0
0
1
0
0
3
19.7
1,488
2
1
1
0
1
59
2
0
3
25
929
2
1
1
0
0
43
0
1
2
101.4
3,855
1
0
0
0
1
7
2
0
3
38.55
2,427
0
0
2
0
0
56
2
0
1
81.25
3,923
0
2
2
0
0
13
0
0
3
73.35
6,401
0
2
0
0
0
3
0
0
3
29.65
6,321
0
0
0
0
0
8
2
1
1
76.15
5,187
0
2
2
0
0
1
0
1
3
70.15
5,504
1
0
0
0
1
5
0
0
2
34.25
1,102
0
2
0
0
0
19
0
1
1
24.1
3,726
2
1
1
0
0
0
2
1
0
52.55
0
0
2
2
0
0
71
2
0
1
19.7
765
2
1
1
0
0
9
0
1
2
45.4
3,575
0
0
0
0
1
1
0
0
0
73.5
5,666
1
0
0
0
1
24
2
0
3
24.7
4,714
2
1
1
0
0
3
1
0
3
19.6
4,983
2
1
1
0
0
39
0
1
2
103.45
3,411
1
0
0
0
1
69
2
1
0
93.3
5,158
1
2
0
0
0
33
0
1
3
60.9
1,668
0
0
2
0
0
24
0
1
2
51.15
507
0
0
2
0
0
16
0
0
3
20
2,389
2
1
1
0
0
39
2
0
3
19.75
5,812
2
1
1
0
0
37
0
0
0
20.35
5,484
2
1
1
0
0
71
2
0
3
91.05
5,086
0
2
2
0
0
29
1
0
0
90.1
2,306
1
0
2
1
0
68
2
1
2
91.7
5,172
0
2
2
0
0
52
1
0
0
101.25
4,436
1
0
0
0
0
3
0
1
2
60.25
1,197
0
0
0
0
0
1
0
1
2
81.7
6,059
1
0
2
0
1
72
2
0
0
114.55
6,138
1
2
2
0
0
26
0
1
2
83.95
1,890
1
0
0
0
1
3
0
1
2
80.5
1,955
1
0
0
0
0
3
0
1
2
20.5
5,826
2
1
1
0
0
59
0
1
2
111.35
5,218
1
2
0
0
0
33
0
1
0
105.35
2,998
1
0
0
1
0
26
0
1
1
85.7
1,691
1
0
0
1
0
30
0
1
0
100.4
2,538
1
0
2
0
0
22
0
1
3
78.85
1,059
1
0
0
0
0
72
2
0
1
89.75
5,264
0
2
2
0
0
7
0
1
0
25.05
941
2
1
1
0
0
66
1
1
1
110.6
5,628
1
2
2
1
0
71
2
0
2
105.55
5,730
1
0
2
0
0
8
0
1
2
75.25
4,754
1
0
0
0
0
15
0
1
2
103.45
971
1
2
0
0
0
70
1
1
2
106.15
5,760
1
2
0
0
0
55
2
1
0
85.1
3,941
0
2
2
0
0
1
0
0
3
19.05
1,476
2
1
1
0
0
63
0
1
2
102.4
5,183
1
0
0
0
0
10
0
0
2
20
1,413
2
1
1
0
0
3
0
0
2
73.85
1,565
1
0
0
1
0
54
2
0
3
20
284
2
1
1
0
0
72
2
0
1
67.2
3,955
0
2
2
0
0
28
0
0
3
25.7
5,690
2
1
1
1
0
65
0
1
2
85.75
4,699
1
0
2
1
0
70
2
0
1
20.35
843
2
1
1
0
0
55
0
1
1
50.55
2,447
0
0
2
0
0
68
2
0
1
20.5
786
2
1
1
0
0
45
2
0
2
19.2
6,334
2
1
1
0
0
9
0
1
2
74.85
5,556
1
0
2
0
0
72
2
1
0
115.5
6,144
1
2
2
0
0
64
0
1
1
99.15
5,032
1
2
0
0
0
72
2
1
0
83.7
4,980
0
2
2
0
0
47
1
1
0
84.95
3,436
1
0
0
1
0
1
0
0
3
20.5
1,616
2
1
1
0
1
19
0
0
3
20.6
3,536
2
1
1
0
0
6
0
1
2
49.15
2,351
0
2
0
0
1
48
1
0
0
24.35
262
2
1
1
0
0