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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
13
1
0
3
19.45
2,348
2
1
1
0
0
3
0
0
3
20.85
5,621
2
1
1
0
0
1
0
1
2
50.8
4,235
0
2
0
0
1
68
2
1
0
89.95
4,895
1
0
0
0
0
10
0
1
3
59.65
5,144
0
0
0
0
0
62
1
1
1
81.45
4,215
1
0
2
0
0
49
2
1
1
19.9
45
2
1
1
0
0
46
2
0
1
19.95
6,245
2
1
1
0
0
52
2
0
1
63.9
2,894
0
2
2
0
0
26
0
0
2
81.95
1,695
1
0
2
0
0
8
0
0
3
19.95
1,199
2
1
1
0
0
2
0
1
2
75.55
1,144
1
0
0
0
1
69
2
0
0
19.7
723
2
1
1
0
0
4
0
1
3
29.15
197
0
0
2
0
0
11
0
1
3
75.9
6,257
1
0
0
0
0
9
0
0
3
49.2
3,794
0
2
0
1
0
29
0
1
0
68.85
1,574
0
0
2
0
1
60
0
1
2
93.25
4,765
1
0
2
1
0
27
0
0
1
30.75
6,040
0
0
2
1
1
57
2
1
3
19.6
319
2
1
1
0
0
1
0
1
3
73.6
5,668
1
0
2
0
1
1
0
0
2
91.7
6,347
1
2
0
0
1
37
2
0
3
19.85
5,927
2
1
1
0
0
72
2
1
0
64.8
4,002
0
2
2
1
0
31
0
1
2
91.15
2,589
1
0
0
0
1
52
0
1
2
59.45
2,644
0
0
0
0
0
48
1
1
0
58.95
2,413
0
0
0
1
0
22
0
0
2
89.25
1,506
1
0
0
0
1
13
0
1
3
75
6,528
1
0
0
0
1
6
2
1
3
80.25
4,180
0
2
2
0
0
7
0
1
2
53.65
3,455
0
0
2
0
0
71
2
1
0
109
5,852
1
0
2
0
0
3
0
0
2
69.65
1,822
1
0
0
0
1
48
1
1
0
64.4
2,637
0
0
2
0
0
9
0
0
3
54.8
3,848
0
2
0
0
0
7
0
0
3
73.75
4,528
1
0
0
1
1
18
0
1
2
35
4,591
0
0
0
0
1
11
0
0
0
60.25
5,279
0
0
2
1
0
9
0
1
1
85.3
5,925
1
0
0
0
0
10
0
1
2
79.25
5,987
1
0
0
1
1
1
0
0
3
20.2
1,610
2
1
1
0
0
26
0
0
2
84.95
1,783
1
0
0
1
1
7
0
0
3
43.9
2,408
0
0
0
0
0
46
2
1
0
104.4
4,155
1
2
0
0
0
27
2
1
1
25.85
5,949
2
1
1
0
0
1
0
1
2
69.65
5,449
1
0
0
0
1
40
0
1
2
55.8
1,739
0
0
2
1
1
49
0
0
1
75.2
3,170
1
0
0
0
1
68
1
0
2
108.45
5,614
1
2
0
0
1
18
0
0
3
57.65
6,517
0
0
2
0
0
28
0
1
2
106.15
2,739
1
0
0
1
1
72
2
0
0
100.65
5,687
1
0
2
0
0
62
2
1
2
84.95
4,330
0
2
2
0
0
34
2
0
1
24.95
6,314
2
1
1
0
0
46
1
0
1
55.65
2,339
0
0
0
0
0
31
1
0
1
81.7
2,201
1
2
0
0
0
27
1
1
0
100.5
2,326
1
0
0
0
0
30
0
1
0
54.45
1,040
0
0
2
0
0
11
0
0
2
86.2
6,312
1
0
0
0
0
46
1
1
2
110
4,121
1
0
2
1
1
44
0
1
3
50.15
1,757
0
0
0
0
0
42
1
1
3
67.7
2,490
0
2
2
0
0
18
0
1
3
49.55
6,280
0
0
0
0
1
50
2
0
1
19.4
50
2
1
1
0
0
7
0
0
3
50.7
3,039
0
0
2
0
0
66
2
0
1
89.9
4,882
0
2
2
0
0
26
0
0
3
45.8
280
0
2
2
0
0
1
0
1
2
69.1
5,440
1
0
0
0
1
67
2
1
2
93.15
5,134
1
0
0
0
0
26
0
1
0
100.5
2,248
1
0
0
0
0
52
0
0
0
94.6
4,255
1
0
0
0
0
12
0
1
2
76.6
6,311
1
0
0
0
0
10
0
1
2
72.85
5,428
1
0
0
1
1
1
0
0
1
43.95
3,661
0
0
0
0
0
47
0
1
1
67.45
2,832
0
0
2
1
0
57
2
1
1
90.45
4,380
1
2
0
0
0
1
0
1
2
70.85
5,518
1
0
0
0
1
72
2
0
0
113.8
5,932
1
2
2
1
0
45
1
0
2
34.2
1,051
0
0
0
1
0
38
1
1
1
20.25
6,080
2
1
1
0
0
1
0
1
2
90.1
6,322
1
0
0
0
0
17
1
0
2
80.85
828
0
2
0
0
0
59
2
1
3
76.45
3,843
0
2
2
0
0
15
0
1
2
101.35
993
1
2
0
0
1
32
1
1
1
72.8
1,968
0
2
2
0
0
43
2
0
3
19.55
6,277
2
1
1
0
0
71
2
1
3
24.65
1,292
2
1
1
1
0
54
1
1
3
114.65
4,944
1
2
2
0
0
5
0
1
1
81
3,331
1
0
0
0
1
14
1
0
3
19.55
2,543
2
1
1
0
0
62
0
1
2
100.15
5,078
1
0
0
0
1
72
2
1
0
90.15
5,326
0
2
2
1
0
42
1
1
2
108.3
3,896
1
2
0
0
0
2
0
1
2
70.15
420
1
0
0
0
0
72
2
1
1
25.7
1,538
2
1
1
1
0
30
2
1
3
25.1
5,958
2
1
1
0
0
40
0
1
0
97.1
3,195
1
0
0
0
1
25
2
0
0
35.05
6,189
0
2
2
0
0
65
1
0
1
67.05
3,669
0
0
2
0
0
14
2
0
3
20.4
2,523
2
1
1
0
0