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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
15
0
1
0
85.6
627
1
0
0
1
1
10
2
1
3
29.6
2,583
0
2
0
0
0
27
0
0
3
50.35
753
0
0
2
0
0
72
2
1
1
73
4,406
0
2
2
0
0
21
0
0
0
54.6
238
0
0
0
0
0
1
0
1
3
54.75
4,491
0
0
0
0
1
55
2
0
2
58.6
2,664
0
0
2
0
0
58
2
0
1
20.3
303
2
1
1
0
0
6
0
0
2
74.4
3,689
1
0
0
1
1
12
1
0
3
19.7
2,251
2
1
1
0
0
18
1
1
3
40.2
5,579
0
2
2
0
0
3
0
1
3
70.3
1,824
1
0
0
0
0
55
1
0
1
59.45
2,740
0
0
2
0
0
4
0
1
2
74.65
2,607
1
0
0
0
1
10
0
1
2
34.7
2,857
0
0
0
1
1
70
0
1
2
90.85
5,196
1
0
2
1
0
50
1
0
0
19.75
6,507
2
1
1
0
0
72
2
0
0
24.3
1,120
2
1
1
0
0
66
1
0
1
110.9
5,745
1
2
0
1
1
2
0
1
2
94
1,361
1
0
0
1
1
44
1
1
3
77.55
3,005
0
0
0
0
0
56
1
0
2
24.9
602
2
1
1
0
1
6
0
1
1
49.5
2,710
0
2
0
0
0
25
1
1
0
20.95
4,194
2
1
1
0
0
6
1
0
3
20.6
298
2
1
1
0
0
1
0
1
0
45.1
3,812
0
0
0
0
1
53
1
1
0
106.1
4,762
1
0
2
0
1
14
1
0
3
105.95
636
1
2
2
0
1
66
2
0
0
54.65
3,139
0
2
0
0
0
68
1
1
2
100.3
5,349
1
2
0
0
0
28
0
0
0
54.65
935
0
2
0
0
0
3
0
0
1
29.7
6,347
0
0
2
0
1
24
0
1
2
94.6
1,924
1
0
2
0
0
9
0
0
2
40.75
3,108
0
0
0
0
0
22
0
1
0
20.45
3,988
2
1
1
0
0
56
0
1
0
105.45
4,852
1
2
0
0
0
21
0
0
3
45.65
6,505
0
0
0
0
0
16
0
1
2
86.6
514
1
0
0
1
1
72
2
1
0
25.2
1,340
2
1
1
0
0
1
0
1
3
44.95
3,750
0
0
0
0
0
32
0
1
2
98.85
2,681
1
0
0
0
0
1
0
0
3
19.75
1,489
2
1
1
0
0
25
0
0
3
19.05
3,913
2
1
1
0
0
17
1
1
3
61.95
140
0
2
0
0
0
33
1
1
2
95.8
2,639
1
0
0
0
1
14
0
0
3
69.2
6,431
0
0
2
0
0
72
2
0
0
65.5
4,170
0
2
2
0
0
47
1
1
2
103.1
4,130
1
0
0
0
0
39
1
1
1
104.7
3,528
1
2
2
0
1
6
0
1
3
20.95
176
2
1
1
0
0
11
1
0
3
20.6
1,966
2
1
1
0
0
20
1
1
0
91
1,427
1
0
0
1
0
62
0
1
2
105.5
5,203
1
0
2
0
0
1
0
1
2
24.25
2,038
0
0
0
0
1
34
2
1
2
40.55
590
0
2
0
0
0
28
0
0
2
85.45
1,928
1
0
0
0
0
42
1
1
1
45.1
1,680
0
0
0
0
0
24
0
1
1
40.65
6,404
0
0
0
1
1
55
0
1
2
73.1
3,539
1
0
0
0
0
36
0
1
2
84.75
2,653
1
0
0
0
1
24
0
1
0
55.65
734
0
0
2
0
1
25
0
1
0
65.8
1,167
0
2
0
0
0
33
1
0
3
20.1
4,774
2
1
1
0
0
1
0
0
2
78.45
5,910
1
0
0
1
1
2
0
1
2
70.35
708
1
0
0
1
1
39
2
0
3
100.55
3,336
1
2
0
0
0
55
0
1
0
54.55
2,572
0
2
0
0
1
72
2
1
0
71.45
4,256
0
0
2
0
0
70
1
0
1
74.1
4,374
0
2
2
0
0
4
0
1
0
68.65
2,258
0
0
0
0
1
7
0
1
3
85.2
4,929
1
0
0
0
1
54
2
1
0
20.35
182
2
1
1
0
0
31
0
1
2
104.2
2,823
1
2
0
0
1
60
1
1
1
74.85
3,782
0
2
2
1
0
1
0
0
2
50.15
4,226
0
0
2
0
0
65
1
1
0
70.95
3,883
1
0
0
1
0
12
1
0
2
20.15
2,249
2
1
1
0
0
72
2
1
1
65.1
4,027
0
2
2
0
0
7
0
0
3
19.3
813
2
1
1
0
0
44
0
1
2
85.15
3,166
1
2
2
1
0
7
0
1
2
89
4,946
1
0
0
1
0
12
0
0
2
25
2,741
2
1
1
0
0
62
2
1
1
60.15
3,224
0
2
0
0
0
4
0
1
3
20.5
5,867
2
1
1
0
0
5
0
1
2
64
3,190
0
0
0
0
0
2
0
1
2
75.8
1,056
1
0
0
0
1
1
0
1
2
70.3
5,507
1
0
0
0
1
40
0
1
3
71.35
2,460
0
2
2
0
0
1
0
0
3
35.9
3,036
0
2
0
0
0
25
1
0
2
19.6
3,499
2
1
1
0
0
6
0
1
0
55.7
2,907
0
0
2
0
0
41
0
1
2
74.25
2,680
1
2
0
0
0
9
0
1
2
50.1
4,085
0
0
0
0
0
1
0
1
2
75.35
5,770
1
0
0
1
1
22
1
1
1
76
1,316
1
0
0
0
0
38
1
1
3
89.1
2,899
1
0
0
0
0
23
0
1
2
99.25
1,801
1
0
2
0
1
60
2
0
0
76.95
3,874
0
2
0
0
0
47
1
1
1
66.05
2,624
0
0
2
0
0
72
2
0
0
92.65
5,338
0
2
2
0
0