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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
33
0
1
1
95
2,604
1
2
0
0
0
58
2
0
1
25.15
923
2
1
1
0
0
25
0
1
0
25.4
4,535
2
1
1
0
0
4
0
1
2
76.05
2,763
1
0
0
0
1
51
1
1
0
93.65
4,084
1
0
2
1
0
19
0
1
0
25.15
3,960
0
0
0
0
0
11
0
1
2
44.05
4,080
0
0
0
0
1
24
0
0
1
56.35
690
0
2
2
0
0
18
0
0
3
74.15
698
1
0
0
0
0
4
0
1
3
24.25
6,465
0
0
0
0
1
12
0
0
0
78.1
6,434
1
0
0
0
1
19
0
1
2
88.2
1,297
1
0
0
1
1
31
0
1
0
96.6
2,483
1
2
0
1
0
61
1
0
0
64.05
3,347
0
0
0
1
0
8
0
1
2
69.7
4,722
1
0
0
1
0
49
1
1
3
87.2
3,692
0
2
2
0
0
5
0
1
3
51
2,652
0
0
0
0
1
35
1
1
0
73.45
2,317
0
2
0
0
0
70
1
0
1
115.65
6,000
1
2
2
0
1
1
0
1
2
101.45
21
1
0
0
0
1
31
0
0
2
87.6
2,368
1
2
2
0
0
13
0
1
2
74.3
6,425
1
0
0
1
1
28
1
0
3
50.8
696
0
2
2
0
0
50
0
1
0
70.35
2,989
0
0
2
1
0
22
1
1
3
20.05
3,562
2
1
1
1
0
36
1
0
1
60.7
1,868
0
2
2
0
0
40
1
1
0
106
3,569
1
0
0
0
0
19
0
0
1
50.1
6,348
0
0
0
0
0
4
0
0
2
80.85
2,622
1
0
0
0
1
35
0
1
2
86.45
2,633
1
0
0
0
1
20
0
1
1
68.9
669
0
2
0
0
0
11
2
0
3
20.4
1,946
2
1
1
0
0
9
1
0
3
20.25
1,226
2
1
1
0
0
71
2
1
1
99
5,550
1
0
2
0
0
71
2
0
0
20.1
706
2
1
1
0
0
71
2
1
1
113.15
6,011
1
2
2
0
0
31
2
0
3
79.2
2,143
0
2
0
0
0
1
0
1
2
69.6
5,448
1
0
0
1
1
31
1
1
1
75.5
2,072
0
2
2
0
0
1
0
0
3
70.9
5,519
1
0
0
0
1
1
0
0
3
69.4
5,445
1
0
0
0
1
67
2
1
2
79.7
4,425
0
0
2
0
1
43
0
1
2
94.5
3,553
1
0
2
1
0
21
0
0
0
86.55
1,421
1
0
0
1
0
61
0
1
2
106.35
5,348
1
2
0
0
0
72
2
0
0
24.65
1,383
2
1
1
0
0
6
2
0
3
25.4
956
2
1
1
0
0
47
2
0
3
19.75
6,437
2
1
1
0
0
24
1
0
1
20.45
4,409
2
1
1
0
0
39
1
0
1
81.4
2,798
1
0
0
0
0
65
2
1
0
25.3
1,269
2
1
1
0
0
1
0
1
1
85.55
6,212
1
0
0
0
1
6
0
1
0
87.95
4,372
1
2
0
0
0
56
0
1
0
100.65
4,698
1
0
0
1
1
23
1
1
0
68.75
1,185
0
2
2
0
0
34
2
0
1
20.05
5,369
2
1
1
0
0
21
0
0
1
20.5
3,441
2
1
1
0
0
62
2
0
0
69.4
3,614
0
2
2
0
0
62
2
0
0
19.85
463
2
1
1
0
0
51
1
1
2
111.5
4,706
1
2
0
0
0
18
0
0
1
56.8
147
0
0
0
0
0
34
0
1
1
73.95
2,181
1
0
0
0
1
61
2
1
0
94.35
4,705
1
2
0
0
0
2
0
0
3
49.95
134
0
0
0
1
0
72
2
0
0
55.3
3,402
0
0
2
0
0
53
1
0
2
110.5
4,809
1
2
2
0
0
6
0
1
2
78.95
4,188
1
0
2
0
0
24
0
1
2
84.35
1,539
1
2
2
0
0
68
2
0
1
70.8
4,099
0
2
0
0
0
47
2
1
1
60
2,404
0
0
2
0
0
47
0
0
3
85.5
3,459
1
0
2
1
1
36
0
0
0
19.2
5,531
2
1
1
0
0
9
0
0
3
19.85
1,310
2
1
1
0
0
61
1
1
1
100.7
4,927
1
0
2
0
0
72
2
1
0
79.35
4,750
0
2
2
0
0
35
1
1
0
54.95
1,518
0
2
2
0
0
25
1
1
3
26.8
5,684
2
1
1
0
0
35
0
1
2
101.4
3,027
1
0
0
1
1
24
1
0
2
57.6
662
0
0
2
0
0
56
2
1
1
25.15
593
2
1
1
0
1
26
0
1
2
93.6
2,048
1
0
0
1
0
72
2
0
0
80.45
4,738
1
0
2
0
0
37
1
0
0
64.65
1,982
0
0
2
0
0
7
0
1
0
75.15
4,199
1
0
0
0
1
7
0
0
2
73.6
4,356
1
0
0
0
1
69
1
1
1
78.6
4,468
0
2
2
0
1
8
2
0
1
19.6
454
2
1
1
0
0
12
1
0
1
30.25
3,172
0
2
0
0
0
44
1
0
3
25.7
214
2
1
1
0
0
72
2
0
1
81
4,749
0
2
2
0
0
56
0
1
2
94.45
4,314
1
2
0
0
1
10
1
0
3
20.1
1,397
2
1
1
0
0
1
0
0
2
69.1
5,440
1
0
0
1
1
47
0
0
2
54.25
2,192
0
0
0
0
0
44
2
0
1
20.4
6,336
2
1
1
0
0
3
0
1
2
78.5
2,064
1
0
0
0
1
8
0
0
2
71.15
4,664
0
2
2
0
1
16
0
1
1
20.6
2,866
2
1
1
0
0
72
2
0
0
82.3
4,794
0
2
2
0
0
1
0
0
2
45.8
3,824
0
0
0
0
1