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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
43
1
0
1
85.1
3,162
0
2
0
0
0
69
2
0
1
19.95
728
2
1
1
0
0
70
2
0
0
79.7
4,743
0
2
2
0
0
4
1
0
2
23.9
6,483
2
1
1
0
0
60
2
1
0
20.95
499
2
1
1
0
0
20
0
1
2
24.45
4,072
0
0
0
0
1
69
1
0
1
95.75
5,215
1
0
0
0
0
48
0
1
1
105.25
4,223
1
0
2
0
0
1
0
0
3
30.55
2,594
0
2
0
0
0
8
0
1
2
51.05
3,544
0
0
0
0
1
1
0
1
3
45.85
3,825
0
0
0
1
0
1
0
0
1
19.55
1,485
2
1
1
0
0
22
1
0
3
19.6
3,602
2
1
1
0
0
16
0
1
3
39
5,373
0
0
0
1
1
72
2
1
2
118.2
6,226
1
2
2
0
0
11
1
1
2
61.25
5,658
0
0
0
0
0
4
0
0
2
90.65
3,165
1
0
2
0
0
8
2
0
3
20
748
2
1
1
0
0
54
1
0
0
82.45
3,700
0
2
2
1
1
69
2
1
1
81.5
4,607
0
2
2
0
0
46
0
1
2
80.4
3,121
1
0
0
1
1
67
1
0
1
50.55
2,972
0
0
0
0
0
71
2
0
2
90.35
5,111
0
2
2
0
0
20
0
0
2
89.95
1,124
1
0
0
1
0
41
0
1
0
113.6
3,902
1
2
2
0
1
3
0
1
2
41.15
583
0
0
0
1
1
15
1
0
2
50.75
5,426
0
0
0
0
0
22
0
1
2
79.35
1,238
1
0
0
0
1
18
0
1
2
80.65
838
1
0
0
0
1
9
0
0
1
98.3
6,377
1
0
0
0
1
26
1
0
0
75.5
1,647
1
0
0
0
0
71
1
0
0
105.75
5,705
1
2
0
1
0
16
1
0
3
19.05
2,835
2
1
1
0
0
72
2
0
1
89.1
5,129
0
2
2
1
0
42
1
0
2
25.05
6,439
2
1
1
0
0
47
1
1
2
96.1
3,730
1
0
2
0
0
66
2
1
1
66.1
3,763
0
0
2
0
0
5
0
1
2
49.2
1,777
0
2
0
0
1
4
0
1
2
29.65
337
0
0
0
0
1
42
1
1
2
19.05
5,829
2
1
1
0
0
69
1
1
1
60.8
3,631
0
2
0
0
0
60
1
1
1
116.6
5,543
1
2
2
0
0
12
1
1
0
19.35
1,807
2
1
1
0
0
3
0
1
2
45.35
747
0
0
0
0
1
54
1
1
1
105.4
4,672
1
2
2
0
1
6
0
1
3
20.2
6,500
2
1
1
0
0
2
0
0
3
20.05
3,589
2
1
1
0
0
57
2
0
2
93.75
4,659
1
2
2
1
0
63
2
1
3
20.6
543
2
1
1
0
0
41
0
1
0
94.3
3,334
1
0
2
0
0
25
2
0
0
99.3
2,174
1
2
0
0
0
65
2
1
0
84.85
4,533
0
2
2
0
0
54
2
0
3
20.1
154
2
1
1
0
0
61
0
0
1
94.15
4,736
1
2
0
0
0
19
1
0
3
19.8
2,980
2
1
1
0
0
12
0
0
0
19.45
1,906
2
1
1
0
0
18
2
1
1
24.65
3,987
2
1
1
0
0
68
2
0
0
95.1
5,304
1
2
2
0
0
10
0
1
2
100.25
124
1
0
2
0
1
20
0
1
2
94.55
1,474
1
0
0
1
1
42
0
1
2
99.45
3,532
1
2
0
0
1
45
1
0
0
42.3
1,400
0
2
2
0
0
72
2
0
0
115.15
6,158
1
2
2
0
0
35
1
1
0
110.8
3,283
1
2
2
1
0
72
1
1
2
89.7
5,256
1
0
0
0
0
8
0
1
2
99.65
6,104
1
0
0
0
1
37
0
1
2
64.75
1,980
0
0
0
0
1
21
1
1
3
104.55
1,873
1
2
0
0
0
71
2
1
0
80.45
4,683
0
2
0
0
0
40
0
0
2
67.45
2,379
0
0
2
0
0
10
0
0
0
62.25
4,996
0
2
2
0
0
25
0
0
0
88.4
1,810
1
0
0
1
0
41
1
1
1
74.7
2,771
0
2
2
0
0
19
0
1
1
95.9
1,303
1
0
0
1
1
23
0
1
2
95.1
1,962
1
0
2
1
0
57
2
0
2
107.95
4,890
1
2
0
0
0
2
0
1
2
84.05
616
1
0
0
0
0
70
2
0
0
79.6
4,627
0
2
2
0
0
1
0
1
2
88.35
6,282
1
0
0
0
1
70
1
1
0
109.5
5,789
1
2
2
0
1
72
2
1
0
97
5,574
1
2
2
0
0
25
0
0
3
105.95
2,303
1
0
0
1
1
23
0
1
3
104.05
2,121
1
2
0
0
1
65
2
1
1
19.55
402
2
1
1
0
0
25
0
0
3
20.8
3,909
2
1
1
0
0
15
0
1
2
83.05
469
1
2
0
1
1
41
0
1
2
53.95
1,851
0
0
0
1
0
1
0
1
2
54.65
4,489
0
0
0
0
0
48
1
1
0
70.95
3,137
0
2
2
0
0
4
0
0
1
61.45
1,931
0
2
0
0
1
17
1
1
0
19.65
3,044
2
1
1
0
0
42
0
1
0
104.75
3,679
1
0
0
1
1
49
0
1
2
39.2
1,393
0
0
2
0
0
21
2
0
3
19.6
3,343
2
1
1
0
0
60
2
1
2
110.6
5,255
1
2
2
0
0
58
2
1
1
24.45
931
2
1
1
0
0
31
2
0
3
20.45
5,143
2
1
1
0
0
61
1
0
0
101.15
5,148
1
2
0
0
0
64
1
0
1
90.25
4,660
1
0
0
0
0
61
2
1
0
61.45
3,223
0
2
0
0
0