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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
72
2
1
1
83.55
4,977
0
2
2
0
0
6
0
1
2
55
2,947
0
0
0
0
0
30
1
0
0
25.35
5,633
2
1
1
0
0
46
1
0
2
100.25
4,026
1
2
0
1
0
2
0
1
1
73.25
568
1
0
0
0
1
47
0
1
2
106.35
4,089
1
0
0
0
0
51
2
0
0
34.2
1,313
0
2
2
0
0
42
2
1
0
20.75
6,189
2
1
1
0
0
62
0
1
2
101.35
5,027
1
0
0
0
0
5
0
0
1
20.55
6,466
2
1
1
0
0
53
0
0
2
71.85
3,276
0
2
2
0
0
10
0
1
2
98.7
6,490
1
0
2
0
1
18
0
0
2
57.45
6,515
0
0
0
0
1
1
0
0
3
19.75
1,489
2
1
1
0
0
51
2
0
1
85.5
3,760
0
2
2
0
0
61
1
1
0
85.55
4,398
1
2
0
1
0
7
0
1
0
44.65
2,802
0
0
0
0
0
50
0
1
0
103.85
4,250
1
0
0
0
1
4
0
1
2
80.1
2,915
1
0
2
0
0
47
0
1
0
85.2
3,391
1
0
0
1
1
32
0
0
0
62.45
1,678
0
0
0
0
0
2
0
1
2
45.25
6,211
0
0
0
0
1
27
0
0
0
36.5
68
0
0
0
1
1
10
0
1
3
55.55
4,575
0
0
0
0
0
1
0
1
2
80.25
6,017
1
0
0
0
1
21
0
1
0
74.05
1,014
1
0
0
0
1
12
0
0
1
21.05
1,992
2
1
1
0
0
1
0
0
3
19.75
1,489
2
1
1
0
1
51
2
0
1
19.6
6,479
2
1
1
1
0
3
0
1
1
58.7
1,171
0
0
0
0
0
72
2
0
3
107.45
5,813
1
2
2
0
0
1
0
0
3
44.4
3,741
0
0
0
0
1
5
0
1
2
85.4
3,422
1
2
0
0
1
1
0
1
2
85.05
6,207
1
0
0
1
1
66
2
0
3
25.1
1,194
2
1
1
0
0
61
2
0
1
75.35
3,997
0
2
2
0
0
32
0
1
1
99.55
2,785
1
0
2
0
1
65
2
0
0
19.35
582
2
1
1
0
0
41
1
1
0
101.1
3,431
1
2
0
1
0
14
0
1
3
89.8
245
1
0
0
0
1
2
0
1
0
89.55
1,414
1
0
0
0
1
29
1
0
1
58
1,244
0
2
2
0
0
10
0
0
2
51.2
4,212
0
0
0
0
0
32
0
1
0
69.75
1,983
1
0
0
0
1
7
0
1
3
19.95
865
2
1
1
0
0
71
2
0
1
77.35
4,603
0
2
2
0
0
11
1
0
3
19.5
1,897
2
1
1
0
0
2
0
0
3
20.75
3,738
2
1
1
0
0
1
0
1
3
21.05
1,729
2
1
1
0
0
23
1
0
3
19.8
3,935
2
1
1
0
0
62
2
1
0
101.15
5,285
1
0
2
0
0
7
0
1
0
78.55
4,373
1
0
0
0
0
71
2
0
1
113.65
6,087
1
2
2
0
0
2
0
1
0
87.15
1,382
1
0
0
0
1
72
2
0
1
68.75
4,127
0
0
2
0
0
71
2
0
0
19.85
592
2
1
1
0
0
12
0
1
2
80.45
6,448
1
0
0
1
1
3
0
0
3
44.3
618
0
0
0
0
1
21
0
1
0
99.15
1,558
1
2
0
0
0
8
0
1
0
19.7
1,173
2
1
1
0
0
10
1
0
3
19.5
1,888
2
1
1
0
0
3
0
1
3
49.9
546
0
0
0
0
1
52
0
0
2
84.1
3,695
1
0
2
0
1
58
2
1
0
19.15
73
2
1
1
0
0
36
1
1
3
75.55
2,332
0
2
2
0
0
61
2
1
3
81.05
4,016
0
2
2
0
0
62
2
0
1
20.05
482
2
1
1
0
0
72
2
1
0
114.85
6,145
1
2
2
1
0
59
0
0
2
93.35
4,481
1
2
0
0
0
13
0
1
2
20.4
2,167
2
1
1
0
0
34
0
1
1
90.05
2,694
1
0
0
0
0
1
0
1
2
45.7
3,822
0
0
0
0
1
22
0
1
2
54.45
243
0
0
2
0
1
71
2
1
1
24.25
1,241
2
1
1
0
0
49
0
0
1
90.05
3,876
1
0
0
1
1
9
0
1
2
90.1
6,084
1
0
0
1
0
4
0
0
2
77.85
2,584
1
0
0
0
1
72
2
1
1
25.1
1,332
2
1
1
0
0
25
0
1
2
99.5
2,003
1
0
0
0
1
1
0
1
2
25.1
2,149
0
0
0
1
1
42
1
0
0
19.8
6,204
2
1
1
0
0
35
0
1
2
99.05
3,079
1
0
2
1
0
1
0
0
3
24.7
2,042
0
0
0
0
0
3
0
0
3
18.8
4,634
2
1
1
0
0
44
1
1
0
59.85
2,255
0
2
2
0
0
45
1
1
1
95
3,709
1
0
0
0
0
1
0
0
2
30.2
2,592
0
0
0
0
1
71
2
0
0
90.55
5,161
0
2
2
0
0
18
0
1
1
95.95
1,266
1
0
0
0
0
2
0
1
3
74.9
654
1
0
0
0
0
1
0
0
3
50.45
4,228
0
0
0
0
1
33
0
1
2
100
2,884
1
0
0
0
0
72
2
1
1
88.7
5,096
0
2
2
0
0
71
1
1
2
56.45
3,403
0
0
2
1
0
2
0
1
0
73.55
835
1
0
0
0
1
57
2
1
0
20.1
171
2
1
1
0
0
52
1
1
0
50.95
2,261
0
0
0
0
0
49
0
1
0
103.7
4,265
1
0
0
0
1
1
0
0
3
70.75
5,516
1
0
0
0
1
1
0
0
3
20.9
1,624
2
1
1
0
1