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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
41
1
1
0
109.1
3,781
1
2
0
0
0
20
0
0
1
71.3
704
1
0
0
1
1
32
1
0
3
19.3
4,862
2
1
1
0
0
1
0
1
2
50.45
4,228
0
0
0
0
1
72
2
1
0
83.3
4,941
0
2
2
0
0
34
2
0
3
84.75
2,452
0
2
2
0
0
44
2
0
0
19.55
6,096
2
1
1
0
0
72
2
1
0
75.1
4,460
0
2
2
0
0
8
0
1
2
94.75
5,819
1
0
0
0
0
7
0
0
3
34.2
2,216
0
0
2
0
0
59
2
0
3
19.85
349
2
1
1
0
0
3
0
1
2
96.6
2,516
1
0
0
0
1
41
2
1
0
98.8
3,385
1
2
0
0
0
61
2
0
0
25.3
995
2
1
1
0
0
29
0
1
0
80.15
1,904
1
0
0
0
1
48
2
0
3
19.55
6,287
2
1
1
0
0
1
0
0
3
20.15
1,609
2
1
1
0
1
64
2
1
3
24.8
932
2
1
1
0
0
58
2
0
3
20.75
346
2
1
1
0
0
29
0
1
2
84.9
2,177
1
0
0
0
0
7
0
1
1
94.7
5,335
1
0
2
1
1
67
2
1
2
111.05
5,679
1
2
2
0
0
5
1
1
3
70
3,002
0
0
0
0
1
27
2
0
0
52.85
900
0
0
2
0
0
4
0
1
2
48.55
1,635
0
0
0
0
1
1
0
0
3
20.05
1,607
2
1
1
0
0
4
0
1
2
19.95
6,103
2
1
1
0
0
6
0
0
3
19.65
6
2
1
1
0
0
1
0
0
3
33.6
2,862
0
2
0
0
0
49
1
0
2
84.35
3,468
0
2
2
0
1
2
0
1
1
55.05
38
0
2
0
0
1
16
0
0
2
84.9
726
0
2
2
0
0
1
0
0
3
25.4
2,155
2
1
1
0
0
25
0
0
2
69.75
1,235
1
0
0
0
0
25
1
0
3
53.65
644
0
0
0
0
0
72
2
1
2
110.75
5,892
1
0
2
0
0
10
0
0
1
20
1,587
2
1
1
0
0
54
1
0
2
84.4
3,803
1
2
2
0
0
1
0
1
1
49.25
4,138
0
2
0
1
1
66
2
0
0
66.9
3,711
0
0
2
0
0
4
0
0
3
65.55
2,006
0
2
0
0
0
7
0
0
3
20.35
904
2
1
1
0
0
69
2
0
1
56.55
3,377
0
0
2
1
0
8
0
0
0
95.65
5,901
1
0
0
0
1
25
0
0
1
55.55
741
0
0
0
0
0
37
0
1
2
101.1
3,221
1
0
0
1
1
1
0
0
3
19.7
1,488
2
1
1
0
0
4
1
0
1
24.1
5,664
2
1
1
0
0
10
0
1
3
33.9
2,577
0
0
0
0
1
13
2
0
3
35.4
3,827
0
2
0
0
0
12
1
0
2
78.85
6,278
0
0
2
0
0
61
2
0
0
25.45
968
2
1
1
0
0
65
2
1
2
99.35
5,125
1
0
2
0
0
56
1
1
0
64.65
3,163
0
2
2
0
0
51
1
1
1
81.15
3,519
0
2
2
0
0
43
1
1
1
91.25
3,427
1
2
2
0
0
1
0
1
2
49.9
4,147
0
2
0
0
0
3
0
1
2
54.2
730
0
0
0
0
0
19
0
1
2
39.7
5,572
0
0
0
0
0
45
0
1
0
107.75
4,124
1
0
0
0
0
68
0
1
2
100.2
5,411
1
0
0
1
1
1
0
0
3
20.5
1,616
2
1
1
0
1
32
0
0
2
89.6
2,509
1
0
2
0
0
59
1
0
3
34.8
1,588
0
0
2
0
0
45
2
0
3
20.35
6,387
2
1
1
0
0
24
0
1
2
104.25
2,082
1
0
0
1
1
63
2
1
1
89.4
4,631
0
2
2
0
0
29
0
1
2
51.6
819
0
0
0
1
0
55
0
0
0
85.5
3,991
1
0
0
0
0
8
0
0
2
84.95
5,302
1
0
2
0
1
34
0
1
0
25.05
6,218
0
0
0
0
0
1
0
1
2
70.25
5,506
1
0
0
0
1
10
0
1
1
54.95
4,691
0
2
2
0
0
71
2
1
1
73.35
4,332
0
2
0
0
0
5
0
1
3
55.75
2,315
0
2
2
0
0
31
1
1
3
79.3
2,133
0
2
0
0
0
1
0
1
3
74.6
5,722
1
0
0
0
1
20
0
1
2
88.7
1,288
1
0
0
0
1
19
0
0
3
20.2
3,271
2
1
1
0
0
72
2
1
1
112.6
6,074
1
2
2
0
0
11
2
0
3
25
2,596
2
1
1
0
0
4
0
1
2
90.05
3,171
1
0
0
0
1
25
0
1
0
104.95
2,222
1
2
0
0
1
45
1
0
1
24.7
325
2
1
1
1
0
64
0
1
0
108.95
5,581
1
2
2
1
0
4
0
1
1
20.7
6,133
2
1
1
0
0
34
0
0
3
19.7
5,347
2
1
1
0
0
48
2
1
1
70.1
2,815
0
0
2
0
0
24
0
1
3
79.65
1,525
1
0
0
0
0
8
0
0
0
60.9
4,577
0
0
2
1
0
67
2
1
2
104
5,538
1
2
0
0
0
14
0
1
1
66.6
6,499
0
2
0
0
0
10
0
1
2
29.65
2,514
0
2
0
1
1
42
1
0
2
97.1
3,433
1
0
2
0
0
15
0
0
3
20.05
2,455
2
1
1
0
0
2
0
1
3
45.85
97
0
0
0
0
0
45
0
1
2
105.15
4,001
1
0
2
0
0
4
0
0
0
84.05
2,889
1
0
0
0
1
67
2
1
1
108.75
5,603
1
2
2
0
1
12
0
0
3
56.65
5,231
0
2
2
0
1