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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
0
1
38.5
2,400
0
0
2
0
0
63
2
0
1
98
5,050
1
0
2
0
0
12
0
1
3
69.85
6,163
0
0
2
0
0
12
2
1
0
25.4
2,719
2
1
1
0
0
70
2
1
1
113
6,007
1
2
2
1
0
1
0
0
3
45.35
3,817
0
0
0
0
0
20
0
1
0
89.1
1,452
1
0
2
0
0
72
2
0
1
25
1,410
2
1
1
0
0
5
0
1
3
75.65
3,406
1
2
0
0
0
39
1
1
1
25.25
6,436
0
0
0
0
0
1
0
0
2
54.3
4,486
0
0
0
0
0
15
1
0
1
55.2
6,248
0
2
0
0
0
72
2
0
2
24.55
1,271
2
1
1
0
0
24
2
0
3
35.75
6,136
0
2
2
0
0
34
1
1
2
103.8
3,004
1
0
2
0
0
9
0
1
2
79.55
5,635
1
0
0
0
1
72
2
1
1
88.05
5,173
0
2
2
1
0
8
0
0
1
21.05
712
2
1
1
0
0
6
1
0
1
19
96
2
1
1
0
0
36
0
1
2
87.55
2,670
1
2
0
0
1
72
2
0
3
25.4
1,212
2
1
1
0
0
8
0
1
2
49.85
3,154
0
0
2
0
1
44
2
0
3
20.05
6,191
2
1
1
0
0
18
0
1
2
69.8
408
1
0
0
0
0
39
0
1
1
99.95
3,232
1
2
0
0
0
60
1
1
0
95.4
4,792
1
0
2
0
0
1
0
1
2
39.65
3,340
0
0
0
1
1
21
0
0
3
20
3,565
2
1
1
0
0
60
2
1
2
84.95
4,216
0
2
2
0
0
62
1
1
0
70.75
3,632
0
2
2
0
0
8
1
0
2
19.8
1,055
2
1
1
0
0
65
2
1
0
25.1
1,230
2
1
1
0
0
17
1
0
3
20.75
3,572
2
1
1
0
0
60
2
0
2
61.4
3,142
0
0
2
0
0
11
0
1
3
19.25
1,346
2
1
1
0
1
2
0
0
3
19.95
3,255
2
1
1
0
0
21
0
1
2
103.9
1,890
1
0
2
0
1
66
0
1
0
103.1
5,263
1
2
2
0
0
16
2
0
1
18.95
2,836
2
1
1
0
0
66
1
1
2
75.1
4,246
0
2
2
0
0
46
2
0
3
79.2
3,111
0
0
2
0
0
70
1
1
0
90.25
5,149
1
2
0
0
0
72
2
0
2
20.35
642
2
1
1
0
0
1
0
0
3
44.6
3,744
0
0
0
0
0
1
0
0
3
24
2,035
2
1
1
0
0
8
0
1
2
100.6
6,094
1
0
0
1
1
2
0
0
3
49.2
64
0
0
0
0
0
1
0
1
3
19.2
1,479
2
1
1
0
0
17
1
1
3
20.5
3,156
2
1
1
0
0
58
1
0
3
50
2,522
0
0
2
0
0
59
2
1
2
86.75
4,346
0
2
2
0
0
12
0
1
2
89.4
190
1
2
0
0
1
3
0
1
2
63.6
987
0
2
0
0
1
32
0
0
1
50.6
1,135
0
0
0
0
0
7
0
1
2
24.7
882
0
0
0
0
0
8
1
0
1
19.9
958
2
1
1
0
0
22
0
1
2
85.1
1,447
1
0
0
0
1
66
2
0
3
96.6
5,171
1
2
2
0
0
23
0
1
0
75.4
1,121
1
0
2
1
0
1
0
1
2
86
6,239
1
0
0
1
1
21
0
0
0
65.35
783
0
0
2
0
0
9
0
1
2
74.75
5,548
1
0
0
0
1
44
0
0
0
56.25
2,062
0
2
2
0
0
15
0
1
2
79.4
293
1
0
0
1
1
67
2
0
1
74
4,109
0
2
2
0
0
56
1
1
2
98.25
4,573
1
0
0
0
1
4
0
1
2
29.05
529
0
0
2
0
0
43
2
1
1
79.15
3,088
0
2
2
0
0
61
0
1
2
82.15
4,157
1
0
0
1
0
44
1
0
2
65.4
2,406
0
2
2
0
0
9
0
1
2
75.85
5,195
1
2
0
0
0
72
2
1
0
115.8
6,200
1
2
2
0
0
7
0
1
2
95.35
5,268
1
0
0
0
1
9
0
1
3
44.4
3,015
0
0
0
0
0
51
2
0
3
19.95
59
2
1
1
0
0
66
1
0
1
29.45
1,591
0
2
0
0
0
14
1
1
1
24.8
2,792
2
1
1
0
0
10
2
0
3
20.15
1,829
2
1
1
0
0
17
1
0
3
19.35
2,666
2
1
1
0
0
48
0
1
2
95.4
3,771
1
2
2
0
0
19
2
1
3
19.95
3,213
2
1
1
0
0
1
0
1
3
19.3
1,481
2
1
1
0
0
63
2
0
3
19.55
449
2
1
1
0
0
67
2
1
2
105.05
5,612
1
2
2
1
0
63
2
0
3
63.55
3,429
0
2
2
0
0
71
1
0
2
69.2
4,214
0
0
2
1
0
36
1
0
3
53.65
1,541
0
0
2
0
0
16
0
1
2
91.55
977
1
2
0
1
0
2
0
1
3
20.55
2,862
2
1
1
0
0
72
1
1
2
104.95
5,796
1
0
0
0
0
24
0
0
2
55.15
581
0
2
2
0
0
42
0
1
2
101.75
3,639
1
0
0
0
1
45
2
0
3
20.85
6,308
2
1
1
0
0
59
1
1
0
99.5
4,885
1
0
0
0
1
63
1
1
2
96
4,989
1
0
0
0
0
1
0
1
3
20.25
1,611
2
1
1
0
0
43
2
1
2
60
2,200
0
0
0
0
0
71
2
0
1
87.25
5,112
0
2
2
0
0
12
0
0
0
43.8
4,494
0
0
0
0
0
25
0
1
3
19.15
4,038
2
1
1
0
0