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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
71
2
0
1
25.05
1,447
2
1
1
0
0
20
0
1
0
25.55
4,288
2
1
1
0
0
14
0
1
2
86.1
431
1
0
0
0
1
62
1
0
0
56.15
3,022
0
0
2
0
0
8
0
0
3
25.5
1,766
0
0
0
0
1
54
0
1
2
90.05
4,183
1
0
0
1
0
61
1
1
2
118.6
5,700
1
2
2
0
0
67
2
1
2
59.55
3,494
0
2
0
0
0
49
2
0
1
81.35
3,473
0
2
2
1
0
66
2
0
0
91.7
4,963
0
2
2
0
0
47
0
1
2
104.1
4,320
1
0
0
0
0
21
0
1
3
36
5,916
0
2
0
0
0
51
0
1
2
99
4,268
1
0
0
0
0
22
0
0
2
81.7
1,375
1
0
2
1
0
3
0
0
3
20.7
4,704
2
1
1
0
0
64
2
1
1
110.5
5,551
1
2
0
0
0
67
0
1
1
53.4
3,097
0
2
0
0
0
72
2
0
3
25.4
1,337
2
1
1
0
0
37
2
0
1
61.45
1,942
0
2
2
0
0
37
1
0
3
19.6
5,651
2
1
1
1
0
41
0
1
2
98.4
3,577
1
0
0
1
1
65
0
1
2
104.25
5,386
1
0
2
0
0
47
1
0
0
19.9
6,427
2
1
1
0
0
26
0
1
0
74.95
1,387
1
0
0
0
1
9
0
1
2
85.35
5,815
1
0
0
0
1
60
2
1
0
80.6
4,191
0
2
0
0
0
1
0
1
2
86.05
6,240
1
0
0
1
1
62
2
1
1
43.6
2,387
0
0
0
0
0
6
0
1
3
69.25
3,574
1
0
0
0
1
53
1
0
3
98.6
4,444
1
0
2
0
0
32
0
1
0
75.5
1,961
1
0
2
0
0
67
1
1
0
118.35
5,921
1
2
2
0
1
15
0
1
1
25.4
3,407
2
1
1
0
1
49
0
1
0
30.2
839
0
0
0
0
0
22
0
0
2
55.15
377
0
2
0
0
1
64
2
1
2
105.25
5,392
1
2
0
0
0
21
0
1
2
82.35
1,418
1
0
0
0
1
12
0
1
2
98.1
120
1
0
0
1
1
43
0
1
2
94.1
3,496
1
0
2
0
0
66
1
1
2
20.35
652
2
1
1
0
0
44
0
1
2
96.1
3,707
1
0
0
0
1
17
1
0
3
20.65
2,867
2
1
1
1
0
1
0
1
3
50.1
4,225
0
0
0
0
1
51
0
1
2
97.8
4,162
1
0
0
1
1
9
0
0
3
20.25
1,308
2
1
1
0
1
64
1
1
1
100.05
5,070
1
0
0
0
1
8
0
1
3
75
5,250
1
0
2
0
0
57
0
1
2
74.3
3,437
1
0
0
0
0
59
1
0
0
68.7
3,480
0
2
2
0
0
64
1
1
1
66.15
3,731
0
0
2
0
0
1
0
1
3
19.4
1,482
2
1
1
0
0
72
2
1
1
85.9
4,993
0
2
2
0
0
1
0
0
2
80.5
6,020
1
0
0
0
1
51
1
0
0
25
475
2
1
1
1
0
42
0
1
2
84.3
3,107
1
2
0
0
1
1
0
0
1
20.3
1,612
2
1
1
0
0
56
2
0
0
103.2
4,744
1
2
0
0
0
39
0
1
2
106.4
3,457
1
0
2
0
0
25
1
1
1
40.65
6,486
0
0
2
0
0
71
1
1
0
72.9
4,323
0
2
0
1
0
10
0
0
3
46
4,172
0
0
0
0
0
40
0
1
2
84.9
2,923
1
0
0
0
0
68
2
1
0
24
1,149
2
1
1
0
0
61
1
0
3
20.4
415
2
1
1
0
0
69
2
0
0
86.9
5,038
0
2
2
0
0
30
1
0
0
85.35
2,185
0
2
2
0
1
1
0
0
1
46.2
3,905
0
0
0
0
1
22
1
1
3
19.25
3,514
2
1
1
0
0
38
2
1
0
94.9
3,125
1
2
0
0
0
3
0
0
2
75.25
2,063
1
0
0
0
1
1
0
1
2
35.45
3,032
0
0
0
0
1
41
1
1
2
89.55
3,211
1
2
0
0
0
7
0
1
0
50.3
3,075
0
0
2
0
0
68
2
1
1
103.75
5,539
1
2
0
0
0
5
0
1
1
63.95
2,760
0
2
0
0
0
41
1
1
2
102.6
3,596
1
2
0
0
1
35
0
1
2
25.75
6,286
2
1
1
0
0
19
0
1
0
86
961
1
0
0
0
1
69
2
1
1
79.45
4,572
0
2
2
0
0
45
2
0
1
73.85
2,927
0
2
2
0
0
67
2
0
3
67.85
3,924
0
2
2
0
0
61
1
1
2
79.4
4,074
0
2
2
0
0
24
0
1
0
84.85
1,679
1
0
0
0
0
22
0
1
2
69.25
994
1
0
0
0
1
63
1
1
1
81.2
4,202
1
2
0
0
0
1
0
1
2
35.75
3,034
0
0
0
0
1
24
0
1
2
104.15
2,139
1
0
0
0
0
39
1
1
2
95.55
3,186
1
2
2
0
1
63
1
1
2
91.35
4,760
1
0
0
0
0
1
0
0
3
50.75
4,234
0
0
0
0
0
26
0
1
3
29.8
5,942
0
0
0
0
0
41
1
1
2
51.35
1,699
0
0
0
0
0
22
1
0
1
20.3
3,949
2
1
1
0
0
35
1
1
2
89.7
2,748
1
2
0
0
0
37
1
0
1
19.8
5,356
2
1
1
0
0
55
0
1
1
103.65
4,689
1
0
0
0
0
38
0
1
0
66.15
2,180
0
0
2
0
0
32
0
1
2
35.15
99
0
0
2
0
0
14
0
1
3
86
306
1
2
2
0
0
62
2
1
2
104.05
5,261
1
2
0
0
0